¿Qué es MLOps?
MLOps (Machine Learning Operations) es la práctica de aplicar principios de DevOps a proyectos de machine learning, enfocándose en la colaboración entre equipos de desarrollo (cientificos de datos, MLEngineers) y operaciones (MLOps Engineers) para la implementación, monitoreo y gestión de modelos de ML en producción.
¿Cómo aprendo?
Necesitas una buena base en programación y prácticas DevOps, trás eso debes ganar conocimientos en generales en ML, dominar términos y conocer el flujo de entrenamiento de un modelo, después podrás pasar a aprender MLOps de forma específica.
¿Necesito matemáticas para MLOps?
No es estrictamente necesario, si es recomendable tener una base sobre matemáticas aplicadas a ML para entender que es lo que ocurre por detrás, deberás entender ciertas métricas para poder monitorizarlas y siempre viene bien sabér el porqué de las cosas.
Hablamos de matemáticas fundamentales, orientadas a ML y de un nivel medio, (Bachillerato, primeros años de Universidad como máximo)
¿Por dónde empiezo?
Domina conceptos básicos de programación, Python/R, ML y DevOps, luego explora herramientas como Kubeflow, MLflow y TensorFlow Extended (TFX).
Recursos para empezar con Machine Learning:
Videos:
Spain-AI: MLOps Llevando modelos a producción
https://www.youtube.com/watch?v=727WIwTTNn8
Spain-AI: MLOps - MLFlow Databricks
https://www.youtube.com/watch?v=DG9VP_Or1Ic&t=1961s&pp=ygUOc3BhaW4tYWkgTUxPcHM%3D
¿Qué es DevOps? @ NullArchitech
https://www.youtube.com/watch?v=z-Uffu-0psY
Cursos Completos sobre ML para empezar:
Gratis:
Introducción al ML e IA - Universidad de Hardvard (En inglés)
Requieren algo de experiencia en conceptos básicos de SWE, si sabes programar y tienes experiencia laboral, el curso es perfecto:
https://www.edx.org/es/learn/artificial-intelligence/harvard-university-cs50-s-introduction-to-artificial-intelligence-with-python
De pago:
Coursera M;achine Learning Andrew ng
https://www.coursera.org/specializations/machine-learning-introduction
Libros sobre MLOps (En inglés):
Agile Data Science 2.0: https://amzn.to/3iO18H8 Machine Learning Design Patterns: https://amzn.to/3vHJpE7 Introducing MLOps: https://amzn.to/3vHJpE7 Building Machine Learning Pipelines: https://amzn.to/3iT0wQD Building Machine Learning Powered Applications: https://amzn.to/3iUX7Rk
Gracias a Feregrino por la recomendacion:
https://www.youtube.com/watch?v=WGCkqjXXJP8

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Sanity here, I'm back with another daily post, so this was a suggestion that one of my discord members made, so if you want to learn something or want to suggest me something to post, let me know on my Discord.
I'll cover this topic in a few points, and teach you how you can watch replays on your own.

• Dota2protracker- This is the ultimate resource to find replays, all you have to do is search your hero, e.g here I searched for Axe. So now it will give me a list of games at a high MMR Immortal bracket of official players playing this hero. I'll divide this post into 3 parts, one for carrys/offlaners, one for supports and one for mid-laners.
• Learning SafeLane/Offlane Heroes Item Timings/Trends- Now from this page, you can see that each and every Axe player is getting their items at a very similar time, also their starting build is quite similar.
• Starting Items and Spells- Every Axe player has some sort of different starting item build, and it might confuse you, so the reason why they sometimes buy stick, and sometimes buy stats i.e gauntlet or armor items, is because in lanes where the enemy heroes do not cast a lot of spells, they just go for stat items like build up to bracer, to have higher damage and HP to last hit , deny and fight ( priority knowledge ) . It means when they play against e.g Phantom Assasin and Lich, these heroes will cast a lot of spells so having a small stick with some stats, and when they play against an Anti-Mage, stick might not be the best thing to buy, so early items are very important for these heroes. This sort of ideology to buy stick or stats applies to carries as well. For spells/fauceit just copy paste the players on dotabuff. For spell usage, notice how Axe is using his hunger, on enemy sups, and how is he abusing helix. Every hero has some spell they will use to harrass or secure ranged, just look at replays to see how they secure creeps/harrass with spells.
• Item Timings- You'll also notice from this screenshot, that the first major item i.e Phase boots , all players get it around 5-7 Minutes, this is your first goal to hit in the laning phase. For this specific example I'll explain why it is good, phase boots give you armor and move speed, which means you will win 1v1 trades against enemy carry and if you chase enemy sup, you kill him, if they try to chase you , you can outrun them. For carry heroes it might be treads, this item helps you cs better, as it improves your attack speed and damage, and its one of the items that innate farming heroes ( innate farming means heroes that have an ability to farm e.g Psi Blades , Split Shot , Moon Glaives etc ) can use to farm jungle. So getting these items at a crucial timing is very important to win the lane. Try to see in these replays by learning creep priority, good last hit practice you can achieve these timings.
• Hero Power Spike- If you play offlane, there will always be a time when you are going to be much stronger than the enemy, e.g Doom level 6, brewmaster level6, axe level 6, mars level 6, legion level 6, as soon as all of these heroes hit level 6 they can kill the enemy carry, so you just need to play for creeps , deny creeps and poke the enemy, if the enemy comes out of position you have to just do as much damage as possible, if they are below 50%health and try to contest for creeps you can just kill them. Now use this knowledge of how offlaners want to play.
• So as a carry hero your job would be to aggro the creeps to a safer spot, where you can't be poked by the offlaner, at the same time enemy offlaner wants to aggro creeps to his side, to keep doing damage to you by bringing you outside of your tower. This will keep happening on safe-lane and eventually LEVEL 6 or a major item, will break the lane, and carry has to go jungle.
• Shoving and Farming Wave- At some point in the lane you just have to maximize your farm, e.g the carry has left to go jungle, your job as Axe is to now drag the wave to small camp and maximize your farm, farm the camp farm the wave, you need to get your 2 core items i.e blademail and blink, and not leave this lane till you get these items, no matter how much your team is crying, try to hit the same timings as these players. After these two items you can go kill everyone on the map with one of your supports. For carry players they need to farm e.g Luna needs Mask of Madness to farm jungle , so as soon as she hits level 5, she can start shoving the wave, every hero follows the same concept of having to shove the wave to maximize the farm at some point in the early game, try to find it out by watching replays, and see after which items it is ideal to fight for them, e.g everyone knows if antimage has 1 slot battlefury he never wants to fight, he wants to fight after like 3 items, battlefury manta, aghs or something, so try to understand what items make your hero strong, and then try to fight.
• Farming Pattern , Which Camps You Should Be Farming?- As a carry player there is inner jungle and outer jungle, inner being safe and outer being harder to farm.
• Inner jungle farming pattern For Carry And Offlane-
• As a Carry if enemies are pressuring your lane, or your lane is hard, i.e Enemy has phase boots now he is running at you, but you have treads, and both of you want to maximize farm. As a carry player you need to wait for the wave to come to your towe if enemy is holding wave, pull the small, while its taking time for the wave to come to your tower, you have to go and farm the inner camps. ( THESE ARE INNER CAMPS 1, and INNERS CAMP 2 for Radiant , and INNER CAMPS 1 and INNER CAMPS 2 for Dire ) Depending on your hero, you will be able to clear two or all four.) However if you are winning the lane as carry, then you are supposed to farm the outer camps + your lane ( THESE ARE OUTER CAMPS 1, and OUTER CAMPS 2 for Radiant , and OUTER CAMPS 1 and OUTER CAMP 2 for Dire )
• As an Offlane- as you will generally be stronger, than the enemy, you can farm/contest the outer camps for both sides, that I have mentioned above, but if enemies are missing and you are scared that you might die, you have to play safe and retreat to your only inner camp (inner camp for radiant, and inner camp for dire
• Tower Importance- As I've discussed above , if the lane is hard the carry will retreat to the inner camps, to take control of enemy jungle camps you need to break the tier 1 tower as the offlaner, then the wave will push into enemy carries tier 2 tower, and you will have 4 camps to farm, two camps in the enemy outer jungle, one small and one big camp. While the enemy carry will farm 1 large camp in inner jungle, 1 medium and 2 waves, you will be farming much faster, and get your power spikes quickly, then you have to fight around mid tower, this mid tower will give you control of power runes, making your midlane stronger. You have to then place vision around the enemy middle camps to try to kill anyone who farms there, and slowly try to control enemy ancients. Your job as an offlaner is to use your power-spikes to kill and not allow enemies to farm their jungle. DO NOT FARM YOUR OWN JUNGLE WHEN YOU ARE STRONG.
• Response to tower pressure as a carry- So you are a carry player who tower is getting pressured, what you can do is either mirror the movement which is usually the best decision, use gates and try to take enemy tier 1, or you can just stay at tier 2, wait for creeps to come to you and farm them, as well as the nearby inner camps, DO NOT JOIN FIGHTS , look at the replays of the specific heroes that you've chosen and see after which items they can actually fight. E.g Ursa needs battlefury dagger , antimage needs manta battlefury + 1 item, muerta needs treads lance maelstorm, etc etc
• Teamfight- As an offlaner, your job will mostly be to catch the highest damage dealing hero on the enemy team, and try to initiate on them, but if there is a support that is saving them e.g oracle , dazzle, etc you have to kill these heroes first. Each game you will have a specific role to do which is very similar to what I've mentioned , so just look out for who might be the highest priority target, and do not forget about these saving supports. As a carry hero, depending on the nature of your hero, you will have specific targets, for example if you are playing antimage, you will blink on enemy supports , same for phantom assasin, but with templar assasin you do not want to blink in , because its your only tool for escaping , so you want to stand and fight the heroes that get stunned, very similar to how luna would want to beam ecclipse heroes that have been caught by your sups or offlaner, so some heroes can kill backlines easily while some excel at standing and fighting, this is something you will figure out by watching replays, just use this info SO YOU ACTAULLY KNOW WHAT TO LOOK AT WHILE WATCHING REPLAYS

So now when you watch replays to summarize you look at the following things->

1. Starting items ( stick or stats?)
2. Aggro usage / Creep Priority ( Aggroing to bring wave closer to his tower and pressuring? HOW or Aggroing as a carry to farm creeps)
3. First power spike usage ( Phase boots/double bracer ( Treads to go jungle for carries )
4. Second power spike usage ( Level 6 for offlaners )
5. Securing Lane CS as a carry (Pulling the lane yourself to bring enemy creeps closer to you
6. ITEM TIMINGS MOST IMPORTANT THING EVER, PLEASE LOOK AT HOW TO CS ( FROM MY PREVIOUS POSTS) AND TRY TO HIT THE SAME TIMINGS AS IMMORTAL PALYERS, IMAGINE YOU GET YOUR ITEMS AT THE SAME TIME AS IMMORTAL PLAYERS IN ARCHON BRACKET LIKE HOW CAN YOU LOSE, SORRY FOR SCREAMING
7. Early fight participation ( NEVER GO WITHOUT FARMING YOUR ITEMS PLEASE FIGHTS IN YOUR BRACKET WILL BE RANDOM YOU WANT TO HAVE 2 BIG ITEM, AND THEN GO 1v5 THe GAME )
8. TOWER IMPORTANCE

For now if you can just do these things I guarantee you are able to easily learn any hero on safelane and offlane, if you want to add anything or ask me any question related to anything above do let me know, and also if you'd like something similar to be done for supports and the mid-lane. Will appreciate any feedback CLICK ON BLUE TEXT TO OPEN AN IMAGE BTW
Discord
Youtube
Discord Name: sanityyyyyy

Sanity here, I'm back with another daily post, so this was a suggestion that one of my discord members made, so if you want to learn something or want to suggest me something to post, let me know on my Discord.
I'll cover this topic in a few points, and teach you how you can watch replays on your own.

• Dota2protracker- This is the ultimate resource to find replays, all you have to do is search your hero, e.g here I searched for Axe. So now it will give me a list of games at a high MMR Immortal bracket of official players playing this hero. I'll divide this post into 3 parts, one for carrys/offlaners, one for supports and one for mid-laners.
• Learning SafeLane/Offlane Heroes Item Timings/Trends- Now from this page, you can see that each and every Axe player is getting their items at a very similar time, also their starting build is quite similar.
• Starting Items and Spells- Every Axe player has some sort of different starting item build, and it might confuse you, so the reason why they sometimes buy stick, and sometimes buy stats i.e gauntlet or armor items, is because in lanes where the enemy heroes do not cast a lot of spells, they just go for stat items like build up to bracer, to have higher damage and HP to last hit , deny and fight ( priority knowledge ) . It means when they play against e.g Phantom Assasin and Lich, these heroes will cast a lot of spells so having a small stick with some stats, and when they play against an Anti-Mage, stick might not be the best thing to buy, so early items are very important for these heroes. This sort of ideology to buy stick or stats applies to carries as well. For spells/fauceit just copy paste the players on dotabuff. For spell usage, notice how Axe is using his hunger, on enemy sups, and how is he abusing helix. Every hero has some spell they will use to harrass or secure ranged, just look at replays to see how they secure creeps/harrass with spells.
• Item Timings- You'll also notice from this screenshot, that the first major item i.e Phase boots , all players get it around 5-7 Minutes, this is your first goal to hit in the laning phase. For this specific example I'll explain why it is good, phase boots give you armor and move speed, which means you will win 1v1 trades against enemy carry and if you chase enemy sup, you kill him, if they try to chase you , you can outrun them. For carry heroes it might be treads, this item helps you cs better, as it improves your attack speed and damage, and its one of the items that innate farming heroes ( innate farming means heroes that have an ability to farm e.g Psi Blades , Split Shot , Moon Glaives etc ) can use to farm jungle. So getting these items at a crucial timing is very important to win the lane. Try to see in these replays by learning creep priority, good last hit practice you can achieve these timings.
• Hero Power Spike- If you play offlane, there will always be a time when you are going to be much stronger than the enemy, e.g Doom level 6, brewmaster level6, axe level 6, mars level 6, legion level 6, as soon as all of these heroes hit level 6 they can kill the enemy carry, so you just need to play for creeps , deny creeps and poke the enemy, if the enemy comes out of position you have to just do as much damage as possible, if they are below 50%health and try to contest for creeps you can just kill them. Now use this knowledge of how offlaners want to play.
• So as a carry hero your job would be to aggro the creeps to a safer spot, where you can't be poked by the offlaner, at the same time enemy offlaner wants to aggro creeps to his side, to keep doing damage to you by bringing you outside of your tower. This will keep happening on safe-lane and eventually LEVEL 6 or a major item, will break the lane, and carry has to go jungle.
• Shoving and Farming Wave- At some point in the lane you just have to maximize your farm, e.g the carry has left to go jungle, your job as Axe is to now drag the wave to small camp and maximize your farm, farm the camp farm the wave, you need to get your 2 core items i.e blademail and blink, and not leave this lane till you get these items, no matter how much your team is crying, try to hit the same timings as these players. After these two items you can go kill everyone on the map with one of your supports. For carry players they need to farm e.g Luna needs Mask of Madness to farm jungle , so as soon as she hits level 5, she can start shoving the wave, every hero follows the same concept of having to shove the wave to maximize the farm at some point in the early game, try to find it out by watching replays, and see after which items it is ideal to fight for them, e.g everyone knows if antimage has 1 slot battlefury he never wants to fight, he wants to fight after like 3 items, battlefury manta, aghs or something, so try to understand what items make your hero strong, and then try to fight.
• Farming Pattern , Which Camps You Should Be Farming?- As a carry player there is inner jungle and outer jungle, inner being safe and outer being harder to farm.
• Inner jungle farming pattern For Carry And Offlane-
• As a Carry if enemies are pressuring your lane, or your lane is hard, i.e Enemy has phase boots now he is running at you, but you have treads, and both of you want to maximize farm. As a carry player you need to wait for the wave to come to your towe if enemy is holding wave, pull the small, while its taking time for the wave to come to your tower, you have to go and farm the inner camps. ( THESE ARE INNER CAMPS 1, and INNERS CAMP 2 for Radiant , and INNER CAMPS 1 and INNER CAMPS 2 for Dire ) Depending on your hero, you will be able to clear two or all four.) However if you are winning the lane as carry, then you are supposed to farm the outer camps + your lane ( THESE ARE OUTER CAMPS 1, and OUTER CAMPS 2 for Radiant , and OUTER CAMPS 1 and OUTER CAMP 2 for Dire )
• As an Offlane- as you will generally be stronger, than the enemy, you can farm/contest the outer camps for both sides, that I have mentioned above, but if enemies are missing and you are scared that you might die, you have to play safe and retreat to your only inner camp (inner camp for radiant, and inner camp for dire
• Tower Importance- As I've discussed above , if the lane is hard the carry will retreat to the inner camps, to take control of enemy jungle camps you need to break the tier 1 tower as the offlaner, then the wave will push into enemy carries tier 2 tower, and you will have 4 camps to farm, two camps in the enemy outer jungle, one small and one big camp. While the enemy carry will farm 1 large camp in inner jungle, 1 medium and 2 waves, you will be farming much faster, and get your power spikes quickly, then you have to fight around mid tower, this mid tower will give you control of power runes, making your midlane stronger. You have to then place vision around the enemy middle camps to try to kill anyone who farms there, and slowly try to control enemy ancients. Your job as an offlaner is to use your power-spikes to kill and not allow enemies to farm their jungle. DO NOT FARM YOUR OWN JUNGLE WHEN YOU ARE STRONG.
• Response to tower pressure as a carry- So you are a carry player who tower is getting pressured, what you can do is either mirror the movement which is usually the best decision, use gates and try to take enemy tier 1, or you can just stay at tier 2, wait for creeps to come to you and farm them, as well as the nearby inner camps, DO NOT JOIN FIGHTS , look at the replays of the specific heroes that you've chosen and see after which items they can actually fight. E.g Ursa needs battlefury dagger , antimage needs manta battlefury + 1 item, muerta needs treads lance maelstorm, etc etc
• Teamfight- As an offlaner, your job will mostly be to catch the highest damage dealing hero on the enemy team, and try to initiate on them, but if there is a support that is saving them e.g oracle , dazzle, etc you have to kill these heroes first. Each game you will have a specific role to do which is very similar to what I've mentioned , so just look out for who might be the highest priority target, and do not forget about these saving supports. As a carry hero, depending on the nature of your hero, you will have specific targets, for example if you are playing antimage, you will blink on enemy supports , same for phantom assasin, but with templar assasin you do not want to blink in , because its your only tool for escaping , so you want to stand and fight the heroes that get stunned, very similar to how luna would want to beam ecclipse heroes that have been caught by your sups or offlaner, so some heroes can kill backlines easily while some excel at standing and fighting, this is something you will figure out by watching replays, just use this info SO YOU ACTAULLY KNOW WHAT TO LOOK AT WHILE WATCHING REPLAYS

So now when you watch replays to summarize you look at the following things->

1. Starting items ( stick or stats?)
2. Aggro usage / Creep Priority ( Aggroing to bring wave closer to his tower and pressuring? HOW or Aggroing as a carry to farm creeps)
3. First power spike usage ( Phase boots/double bracer ( Treads to go jungle for carries )
4. Second power spike usage ( Level 6 for offlaners )
5. Securing Lane CS as a carry (Pulling the lane yourself to bring enemy creeps closer to you
6. ITEM TIMINGS MOST IMPORTANT THING EVER, PLEASE LOOK AT HOW TO CS ( FROM MY PREVIOUS POSTS) AND TRY TO HIT THE SAME TIMINGS AS IMMORTAL PALYERS, IMAGINE YOU GET YOUR ITEMS AT THE SAME TIME AS IMMORTAL PLAYERS IN ARCHON BRACKET LIKE HOW CAN YOU LOSE, SORRY FOR SCREAMING
7. Early fight participation ( NEVER GO WITHOUT FARMING YOUR ITEMS PLEASE FIGHTS IN YOUR BRACKET WILL BE RANDOM YOU WANT TO HAVE 2 BIG ITEM, AND THEN GO 1v5 THe GAME )
8. TOWER IMPORTANCE

For now if you can just do these things I guarantee you are able to easily learn any hero on safelane and offlane, if you want to add anything or ask me any question related to anything above do let me know, and also if you'd like something similar to be done for supports and the mid-lane. Will appreciate any feedback CLICK ON BLUE TEXT TO OPEN AN IMAGE BTW
Discord
Youtube
Discord Name: sanityyyyyy

Sanity here, I'm back with another daily post, so this was a suggestion that one of my discord members made, so if you want to learn something or want to suggest me something to post, let me know on my Discord.
I'll cover this topic in a few points, and teach you how you can watch replays on your own.

• Dota2protracker- This is the ultimate resource to find replays, all you have to do is search your hero, e.g here I searched for Axe. So now it will give me a list of games at a high MMR Immortal bracket of official players playing this hero. I'll divide this post into 3 parts, one for carrys/offlaners, one for supports and one for mid-laners.
  
• Learning SafeLane/Offlane Heroes Item Timings/Trends- Now from this page, you can see that each and every Axe player is getting their items at a very similar time, also their starting build is quite similar.
  
• Starting Items and Spells- Every Axe player has some sort of different starting item build, and it might confuse you, so the reason why they sometimes buy stick, and sometimes buy stats i.e gauntlet or armor items, is because in lanes where the enemy heroes do not cast a lot of spells, they just go for stat items like build up to bracer, to have higher damage and HP to last hit , deny and fight ( priority knowledge ) . It means when they play against e.g Phantom Assasin and Lich, these heroes will cast a lot of spells so having a small stick with some stats, and when they play against an Anti-Mage, stick might not be the best thing to buy, so early items are very important for these heroes. This sort of ideology to buy stick or stats applies to carries as well. For spells/fauceit just copy paste the players on dotabuff. For spell usage, notice how Axe is using his hunger, on enemy sups, and how is he abusing helix. Every hero has some spell they will use to harrass or secure ranged, just look at replays to see how they secure creeps/harrass with spells.
  
• Item Timings- You'll also notice from this screenshot, that the first major item i.e Phase boots , all players get it around 5-7 Minutes, this is your first goal to hit in the laning phase. For this specific example I'll explain why it is good, phase boots give you armor and move speed, which means you will win 1v1 trades against enemy carry and if you chase enemy sup, you kill him, if they try to chase you , you can outrun them. For carry heroes it might be treads, this item helps you cs better, as it improves your attack speed and damage, and its one of the items that innate farming heroes ( innate farming means heroes that have an ability to farm e.g Psi Blades , Split Shot , Moon Glaives etc ) can use to farm jungle. So getting these items at a crucial timing is very important to win the lane. Try to see in these replays by learning creep priority, good last hit practice you can achieve these timings.
  
• Hero Power Spike- If you play offlane, there will always be a time when you are going to be much stronger than the enemy, e.g Doom level 6, brewmaster level6, axe level 6, mars level 6, legion level 6, as soon as all of these heroes hit level 6 they can kill the enemy carry, so you just need to play for creeps , deny creeps and poke the enemy, if the enemy comes out of position you have to just do as much damage as possible, if they are below 50%health and try to contest for creeps you can just kill them. Now use this knowledge of how offlaners want to play.
  
• So as a carry hero your job would be to aggro the creeps to a safer spot, where you can't be poked by the offlaner, at the same time enemy offlaner wants to aggro creeps to his side, to keep doing damage to you by bringing you outside of your tower. This will keep happening on safe-lane and eventually LEVEL 6 or a major item, will break the lane, and carry has to go jungle.
  
• Shoving and Farming Wave- At some point in the lane you just have to maximize your farm, e.g the carry has left to go jungle, your job as Axe is to now drag the wave to small camp and maximize your farm, farm the camp farm the wave, you need to get your 2 core items i.e blademail and blink, and not leave this lane till you get these items, no matter how much your team is crying, try to hit the same timings as these players. After these two items you can go kill everyone on the map with one of your supports. For carry players they need to farm e.g Luna needs Mask of Madness to farm jungle , so as soon as she hits level 5, she can start shoving the wave, every hero follows the same concept of having to shove the wave to maximize the farm at some point in the early game, try to find it out by watching replays, and see after which items it is ideal to fight for them, e.g everyone knows if antimage has 1 slot battlefury he never wants to fight, he wants to fight after like 3 items, battlefury manta, aghs or something, so try to understand what items make your hero strong, and then try to fight.
  
• Farming Pattern , Which Camps You Should Be Farming?- As a carry player there is inner jungle and outer jungle, inner being safe and outer being harder to farm.
  
• Inner jungle farming pattern For Carry And Offlane-
  
• As a Carry if enemies are pressuring your lane, or your lane is hard, i.e Enemy has phase boots now he is running at you, but you have treads, and both of you want to maximize farm. As a carry player you need to wait for the wave to come to your towe if enemy is holding wave, pull the small, while its taking time for the wave to come to your tower, you have to go and farm the inner camps. ( THESE ARE INNER CAMPS 1, and INNERS CAMP 2 for Radiant , and INNER CAMPS 1 and INNER CAMPS 2 for Dire ) Depending on your hero, you will be able to clear two or all four.) However if you are winning the lane as carry, then you are supposed to farm the outer camps + your lane ( THESE ARE OUTER CAMPS 1, and OUTER CAMPS 2 for Radiant , and OUTER CAMPS 1 and OUTER CAMP 2 for Dire )
  
• As an Offlane- as you will generally be stronger, than the enemy, you can farm/contest the outer camps for both sides, that I have mentioned above, but if enemies are missing and you are scared that you might die, you have to play safe and retreat to your only inner camp ( inner camp for radiant, and inner camp for dire
  
• Tower Importance- As I've discussed above , if the lane is hard the carry will retreat to the inner camps, to take control of enemy jungle camps you need to break the tier 1 tower as the offlaner, then the wave will push into enemy carries tier 2 tower, and you will have 4 camps to farm, two camps in the enemy outer jungle, one small and one big camp. While the enemy carry will farm 1 large camp in inner jungle, 1 medium and 2 waves, you will be farming much faster, and get your power spikes quickly, then you have to fight around mid tower, this mid tower will give you control of power runes, making your midlane stronger. You have to then place vision around the enemy middle camps to try to kill anyone who farms there, and slowly try to control enemy ancients. Your job as an offlaner is to use your power-spikes to kill and not allow enemies to farm their jungle. DO NOT FARM YOUR OWN JUNGLE WHEN YOU ARE STRONG.
  
• Response to tower pressure as a carry- So you are a carry player who tower is getting pressured, what you can do is either mirror the movement which is usually the best decision, use gates and try to take enemy tier 1, or you can just stay at tier 2, wait for creeps to come to you and farm them, as well as the nearby inner camps, DO NOT JOIN FIGHTS , look at the replays of the specific heroes that you've chosen and see after which items they can actually fight. E.g Ursa needs battlefury dagger , antimage needs manta battlefury + 1 item, muerta needs treads lance maelstorm, etc etc
  
• Teamfight- As an offlaner, your job will mostly be to catch the highest damage dealing hero on the enemy team, and try to initiate on them, but if there is a support that is saving them e.g oracle , dazzle, etc you have to kill these heroes first. Each game you will have a specific role to do which is very similar to what I've mentioned , so just look out for who might be the highest priority target, and do not forget about these saving supports. As a carry hero, depending on the nature of your hero, you will have specific targets, for example if you are playing antimage, you will blink on enemy supports , same for phantom assasin, but with templar assasin you do not want to blink in , because its your only tool for escaping , so you want to stand and fight the heroes that get stunned, very similar to how luna would want to beam ecclipse heroes that have been caught by your sups or offlaner, so some heroes can kill backlines easily while some excel at standing and fighting, this is something you will figure out by watching replays, just use this info SO YOU ACTAULLY KNOW WHAT TO LOOK AT WHILE WATCHING REPLAYS
  

So now when you watch replays to summarize you look at the following things->

1. Starting items ( stick or stats?)
2. Aggro usage / Creep Priority ( Aggroing to bring wave closer to his tower and pressuring? HOW or Aggroing as a carry to farm creeps)
3. First power spike usage ( Phase boots/double bracer ( Treads to go jungle for carries )
4. Second power spike usage ( Level 6 for offlaners )
5. Securing Lane CS as a carry (Pulling the lane yourself to bring enemy creeps closer to you
6. ITEM TIMINGS MOST IMPORTANT THING EVER, PLEASE LOOK AT HOW TO CS ( FROM MY PREVIOUS POSTS) AND TRY TO HIT THE SAME TIMINGS AS IMMORTAL PALYERS, IMAGINE YOU GET YOUR ITEMS AT THE SAME TIME AS IMMORTAL PLAYERS IN ARCHON BRACKET LIKE HOW CAN YOU LOSE, SORRY FOR SCREAMING
7. Early fight participation ( NEVER GO WITHOUT FARMING YOUR ITEMS PLEASE FIGHTS IN YOUR BRACKET WILL BE RANDOM YOU WANT TO HAVE 2 BIG ITEM, AND THEN GO 1v5 THe GAME )
8. TOWER IMPORTANCE

For now if you can just do these things I guarantee you are able to easily learn any hero on safelane and offlane, if you want to add anything or ask me any question related to anything above do let me know, and also if you'd like something similar to be done for supports and the mid-lane. Will appreciate any feedback CLICK ON BLUE TEXT TO OPEN AN IMAGE BTW
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Hai komodos, pertanyaan spesifik banget nih... Di sini ada yg suka baca genre historical romance?
Saya penulis indie yg udah nulis 2 buku yg settingnya sejauh ini di asia (buku pertama di sichuan dan buku kedua di china/korea, 2-2nya setting abad ke-9/10), skrg ada ide nulis sekuel yg settingnya di jawa jaman candi (akhir taun 900an gitu, kerajaan mataram/medang kali ya)... tapi kog takut agak jawa-sentris ya? (Walopun biasanya djawa adalah koenci lol)
Pasalnya, historical romance sebagai genre emang ga sepopuler contemporary/paranormal/fantasy romance, apalagi kalau bukan gaya2 jane austen/bridgerton gitu. Asian historical romance lebih jarang lagi dan kalopun ada, lebih menilik ke arah wuxia/kdrama/chinese drama.
Jadi ragu apakah setting jawa terlalu spesifik atau alien, secara readership romance mayoritas masih didominasi cewe bule, kalaupun non-white readers kebanyakan adalah ABC atau POC yg ga familiar sama sejarah/mitos asia tenggara, apalagi indo/jawa.
Plus, karena banyak readers yg baca romance utk adegan panasnya aja, banyak yg ga peduli sama sejarah anyway (tapi ga semua sih) ^,"
Basically saya lagi mikir aja apakah sejarah dan kehidupan di jawa abad ke-10 terlalu "out there" untuk buku romance. Mungkin Bali lebih promising dari segi branding? (Secara ada candi juga, dan candi penting utk alur cerita fantasynya)
Menurut kalian gimana? :D

I've been doing this for now 548 analysis articles and five years and four+ months. But you know what? That doesn't matter, because no matter how much experience or expertise someone has in something, we're all human, and that means we're all sometimes wrong.
And when it comes to Thunder Punch GOODRA, I'll come out and say it: I WAS WRONG.
My first, off the cuff take when Thunder Punch was announced as the exclusive move was that Thunder Punch was the wrong move, that it was a move that effectively killed all the hype a Goomy Community Day had going for it to that point. And while I DO still feel that it would have been more interesting to give Goodra Thunder Punch at the start of the season just days ago (along with all the others that got the same move) and then give Goodra another interesting move on Community Day, the main point — that Thunder Punch is a bad fit — was just wrong.
I'll summarize briefly in our Bottom Line Up Front, but in short: stick around after that, if you can, to see why I was wrong and what good there is to be found here.

B.L.U.F.

• Thunder Punch loses some of its luster the higher League you go, but in Great League, it has some very good use cases. Great League is probably THE best place to consider it and the highest priority to have coming out of Community Day.
  
• While Thunder Punch is generally at least a slight downgrade in Ultra and Master Leagues, there are some good pickups that could help certain teams. Lower priority, but if you can afford to grind for those as well, it's not a bad idea.
  

Yeah, not much else to say in summary, so let's get into the details!

GOODRA

Dragon Type
GREAT LEAGUE:
Attack: 120 (118 High Stat Product)
Defense: 137 (137 High Stat Product)
HP: 114 (118 High Stat Product)
(Highest Stat Product IVs: 1-14-14, 1500 CP, Level 16)
ULTRA LEAGUE:
Attack: 155 (153 High Stat Product)
Defense: 174 (176 High Stat Product)
HP: 150 (152 High Stat Product)
(Highest Stat Product IVs: 0-12-12, 2500 CP, Level 27)
MASTER LEAGUE:
Attack: 197
Defense: 216
HP: 186
(Assuming 15-15-15 IVs; 3963 CP at Level 50)
There's not much mystery to Dragons for long-time PvPers... there are many that have been PvP-relevant in all Leagues since the very beginning. But as many of those Dragons have a secondary typing (Flying, Ghost, Dark, Steel, Water, Poison... you name it, it's probably out there in SOME meta!), I think it's worth a brief mention of how a mono-Dragon works, as we have far less of those.
Dragon rather famously resists the primary "elements": Grass, Fire, Water, and Electric. And perhaps even more famously, they are weak to Ice, Fairy, and other Dragon damage. Not a great defensive typing, but really not too shabby.
Much better for Goodra are the stats. When everything is maxed out in Master League, Goodra is the bulkiest Dragon aside from Zygrade and the Giratinas. And it is THE bulkiest with the valued Dragon Breath as a fast move.
Oops, I slipped. If we're going to discuss fast moves, then I better get into those more formally....
FAST MOVES

• Dragon Breath (Dragon, 4.0 DPT, 3.0 EPT, 0.5 CoolDown)
  
• Water Gun (Water, 3.0 DPT, 3.0 EPT, 0.5 CD)
  

Water Gun is not a bad move, and can actually be rather oppressive in grinding things down in PvP. (Just ask anyone who has faced down, say, Tapu Fini.) But I mean, there's really no contest here. Not only does Dragon Breath deal 33% more damage while having the same energy generation and even the same cooldown, but it gets STAB on top of that and thus deals even MORE damage. The difference is such that even against things that resist Dragon damage but do NOT resist Water (things like most Steel and even big-name Fairy types like Togekiss and Zacian, for example) take the same damage from resisted Dragon Breath that they do from unresisted Water Gun. And there are more things that resist Water (Grass, Water, and most notably Dragons) than Dragon (just Steels and Fairies).
I can see there being a funky Limited meta where Water Gun Goodra could surprise, but 99 times out of 100, just go with Dragon Breath and don't look back. Especially in Dragon-filled Master League.
ᴱ - Exclusive (Community Day) Move
CHARGE MOVES

• Aqua Tail (Water, 55 damage, 35 energy)
  
• Muddy Water (Water, 35 damage, 35 energy, 30% Chance: Reduce Opponent Attack -1 Stage)
  
• Thunder Punchᴱ (Electric, 55 damage, 40 energy)
  
• Power Whip (Grass, 90 damage, 50 energy)
  
• Sludge Wave (Poison, 110 damage, 65 energy)
  
• Draco Meteor (Dragon, 150 damage, 65 energy, Reduces User Attack -2 Stages)
  

There was a time not long ago when Goodra was just kind of sad. As recently as February of this year, Goodra's best moveset included Muddy Water, one of the worse debuffing moves in the game. While many other low-power debuffers come with guaranteed (Acid Spray, Psychic Fangs, Brick Break, Poison Fang, Obstruct, Feather Dance, etc.) or at least a 50% chance (Breaking Swipe, Octazooka, Leaf Tornado, etc.) of triggering, Muddy Water is held back at 30%. Just among Water moves, for the same energy you get a 50% chance with Razor Shell, for only 5 more energy you get a 100% debuff with Bubble Beam, or for 10 more energy you get the same 30% chance BUT deal a respectable 70 damage with Liquidation. And don't get me started on things like Scald and Crabhammer. Muddy Water is just a poor PvP move, and anything that has to use it (like Goodra used to just a couple months ago) just felt very sad doing it. 30% of the time, it worked... well, really none of the time.
Aqua Tail changed all that when it was added on March 1st, and immediately boosted Goodra, and across multiple Leagues. It immediately slotted in to Charge Move Slot #1, and often is all Goodra needs... along with just the threat of one of its closers.
Goodra has some great and rather unique closing options. Draco Meteor usually sims the best thanks to its ridiculous power and potential, but at least in most Great and Ultra League metas where Goodra has shone brightly of late, it's usually running Power Whip instead. A Dragon with a Grass move is virtually unheard of in GO, with only half-Grass Alolan Exeggutor and spicy-at-best Latios having any Grass moves at all. Alolan "Hector" has just never been able to break out in PvP at all, and Latios, on the rare occasions you may actually see one, much prefers Luster Purge these days instead of big slow Solar Beam. Goodra fills a to-date unfilled niche when running Power Whip. It doesn't hurt that Whip is a solid move at 90 damage for 50 energy, giving it the best Damage Per Energy (1.8) of ANY of Goodra's moves aside from the ridiculous Draco Meteor (which is held in check, of course, due to its severe self-nerfing drawback). I've seen Sludge Wave Goodra before, and it can be a nasty surprise, but by and large you're going to see Power Whip (or perhaps Draco) instead. It's part of what makes Gooboy (or Googal) special.
So one could argue that Goodra already has everything it needs to find PvP success, and indeed, for the last three months it has enjoyed far more success than it ever had before. But this is Community Day, and so that, of course, means a new move. In this case, it should be a very familiar move to those who study big changes season to season, as it's the move that was tied for widest new distribution this season (being given to nine new Pokémon): Thunder Punch.
So going back to me being wrong, when this was first announced, I was admittedly and openly bummed. I STILL don't really understand why Goodra wasn't just given this move along with Typhlosion, Scrafty, Lucario and all the other new recipients, but that's more of a quibble. As far as what the move does for Goodra, I do have good news now that I've looked more closely. Using the above sims as a barometer, let's see what a little thunder can doo for Goo....

GREAT LEAGUE

So as I noted in our BLUF, this looks like the best League for Thunder Punch to make an impact. Its slightly higher-than-Aqua Tail cost means that it doesn't work well as an Aqua Tail replacement, but it DOES work pretty well in combination with Aqua Tail, becoming sort of an alternative Dragonair, but... overall better? Both have Aqua Tail and thus share wins versus notable Fire, Ground, and/or Rock types (including Talonflame, Gligar, Skeledirge, Swampert and Whiscash and others), but then the coverage beyond is quite different. Dragonair is a little faster (with 35-energy Body Slam) and also hit a little harder (thanks to higher Attack) and thus it can outrace things like Swampert, Feraligatr, Annihilape, and Lickitung that Goodra cannot, but Thunder Punch gives Gooboy some nice wins instead like Poliwrath and Registeel, and its better bulk means outlasting Whiscash, Galarian Stunfisk, Umbreon, and Guzzlord which Dragonair usually cannot replicate. And with shields down, Thunder Punch Goodra (unique wins: Gligar, Mandibuzz, Mantine, Pelipper, Swampert, Whiscash) more clearly outshines Dragonair (only special win is Venusaur). I'm not ready to declare Dragonair outdated by any means, but as good as it's been in PvP for a long time, Goodra mostly fits that same mold and certainly belongs at least on that same tier now.
As for how Thunder Punch specifically compares to previously running Power Whip, it's mostly an upgrade, beating everything Power Whip can in 1v1 shielding PLUS Altaria, Pelipper, and Poliwrath (normal and Shadow), and everything Power Whip can in 2shield except Carbink, tacking on Mandibuzz and Skarmory instead. Power Whip DOES pull away a bit with shields down (which makes sense considering its much higher damage output), but even there Thunder Punch shines with new wins like Mandibuzz, Mantine, and Pelipper.
It even compares favorably to the higher-ceiling-but-less-used-Draco Meteor, adding Altaria, Pelipper, and Poliwrath in 1shield (as opposed to Draco's Cresselia, Lickitung, and Mandibuzz) in 1shield, Mandibuzz and Skarmory (versus only Registeel as a new loss) in 2shield, and the same Mandibuzz, Mantine, and Pelipper wins you'd expect with shields down.
Long and short of it all is this: Thunder Punch Goodra is a capable alternative now in Great League. As with Power Whip, it gives Goodra coverage that is still very unique for a Dragon and is potent enough for even Open play on the right team, and will surely make an impact in multiple future Limited metas.

ULTRA LEAGUE

Now as we get into higher Leagues where the coverage of Thunder Punch starts to be outweighed more by its relatively low power, it becomes a little less desirable, though still viable on the right team:

• In 1v1 shielding, Thunder Punch is roughly on par with Power Whip (basically comes down to beating either Mandibuzz {Punch} or Umbreon {Whip}), but Draco Meteor retains the highest ceiling, losing Feraligatr but having unique, special wins like DDeoxys, Obstagoon, Virizion, Greedent, and Tentacruel within its grasp.
  
• NO contest in 0shield, where Thunder Punch just flops compared to both Draco Meteor and Power Whip. Not too surprising though, right?
  
• Perhaps most distressingly, Thunder Punch is even outclassed in 2v2 shielding, losing to DDeoxys (which both Draco and Whip can handle) and also Greedent, Obstagoon, and Poliwrath that Power Whip can take out.
  

Overall, Thunder Punch COULD still work here, if not in Open than at least in Limited/Cup metas of the future. But just not to the same degree as Great League.
And that just leaves....

MASTER LEAGUE

In truth, Goodra may be a tad overlooked here already. It ranks within the Top 30, but goes largely unnoticed in large part because it has at least 10 Dragons that rank ahead of it. But those who DO use it are likely to do so with Draco Meteor, and honestly, I don't see Thunder Punch fitting into the equation. IF it does, this is the one place where you might be able to slide it in in place of Aqua Tail if Water and perhaps Flying types scare you and the rest of your ML team. For my money I'd still rather have Aqua Tail as my bait/coverage move in Master League, but that's more of a judgement call. What do YOU prefer, dear reader?

WRAP UP

Alright, my friends, that's all I got for today. Final advice: get a good Thunder Punch Goodra for Great League, and then if you have the resources consider Ultra and Master League, probably in that order.
Until next time, you can always find me on Twitter with regular Pokémon GO analysis nuggets, or Patreon if you like.
Good hunting, folks. Please stay safe out there, and catch you next time, Pokéfriends!

I've been doing this for now 548 analysis articles and five years and four+ months. But you know what? That doesn't matter, because no matter how much experience or expertise someone has in something, we're all human, and that means we're all sometimes wrong.
And when it comes to Thunder Punch GOODRA, I'll come out and say it: I WAS WRONG.
My first, off the cuff take when Thunder Punch was announced as the exclusive move was that Thunder Punch was the wrong move, that it was a move that effectively killed all the hype a Goomy Community Day had going for it to that point. And while I DO still feel that it would have been more interesting to give Goodra Thunder Punch at the start of the season just days ago (along with all the others that got the same move) and then give Goodra another interesting move on Community Day, the main point — that Thunder Punch is a bad fit — was just wrong.
I'll summarize briefly in our Bottom Line Up Front, but in short: stick around after that, if you can, to see why I was wrong and what good there is to be found here.

B.L.U.F.

• Thunder Punch loses some of its luster the higher League you go, but in Great League, it has some very good use cases. Great League is probably THE best place to consider it and the highest priority to have coming out of Community Day.
  
• While Thunder Punch is generally at least a slight downgrade in Ultra and Master Leagues, there are some good pickups that could help certain teams. Lower priority, but if you can afford to grind for those as well, it's not a bad idea.
  

Yeah, not much else to say in summary, so let's get into the details!

GOODRA

Dragon Type
GREAT LEAGUE:
Attack: 120 (118 High Stat Product)
Defense: 137 (137 High Stat Product)
HP: 114 (118 High Stat Product)
(Highest Stat Product IVs: 1-14-14, 1500 CP, Level 16)
ULTRA LEAGUE:
Attack: 155 (153 High Stat Product)
Defense: 174 (176 High Stat Product)
HP: 150 (152 High Stat Product)
(Highest Stat Product IVs: 0-12-12, 2500 CP, Level 27)
MASTER LEAGUE:
Attack: 197
Defense: 216
HP: 186
(Assuming 15-15-15 IVs; 3963 CP at Level 50)
There's not much mystery to Dragons for long-time PvPers... there are many that have been PvP-relevant in all Leagues since the very beginning. But as many of those Dragons have a secondary typing (Flying, Ghost, Dark, Steel, Water, Poison... you name it, it's probably out there in SOME meta!), I think it's worth a brief mention of how a mono-Dragon works, as we have far less of those.
Dragon rather famously resists the primary "elements": Grass, Fire, Water, and Electric. And perhaps even more famously, they are weak to Ice, Fairy, and other Dragon damage. Not a great defensive typing, but really not too shabby.
Much better for Goodra are the stats. When everything is maxed out in Master League, Goodra is the bulkiest Dragon aside from Zygrade and the Giratinas. And it is THE bulkiest with the valued Dragon Breath as a fast move.
Oops, I slipped. If we're going to discuss fast moves, then I better get into those more formally....
FAST MOVES

• Dragon Breath (Dragon, 4.0 DPT, 3.0 EPT, 0.5 CoolDown)
  
• Water Gun (Water, 3.0 DPT, 3.0 EPT, 0.5 CD)
  

Water Gun is not a bad move, and can actually be rather oppressive in grinding things down in PvP. (Just ask anyone who has faced down, say, Tapu Fini.) But I mean, there's really no contest here. Not only does Dragon Breath deal 33% more damage while having the same energy generation and even the same cooldown, but it gets STAB on top of that and thus deals even MORE damage. The difference is such that even against things that resist Dragon damage but do NOT resist Water (things like most Steel and even big-name Fairy types like Togekiss and Zacian, for example) take the same damage from resisted Dragon Breath that they do from unresisted Water Gun. And there are more things that resist Water (Grass, Water, and most notably Dragons) than Dragon (just Steels and Fairies).
I can see there being a funky Limited meta where Water Gun Goodra could surprise, but 99 times out of 100, just go with Dragon Breath and don't look back. Especially in Dragon-filled Master League.
ᴱ - Exclusive (Community Day) Move
CHARGE MOVES

• Aqua Tail (Water, 55 damage, 35 energy)
  
• Muddy Water (Water, 35 damage, 35 energy, 30% Chance: Reduce Opponent Attack -1 Stage)
  
• Thunder Punchᴱ (Electric, 55 damage, 40 energy)
  
• Power Whip (Grass, 90 damage, 50 energy)
  
• Sludge Wave (Poison, 110 damage, 65 energy)
  
• Draco Meteor (Dragon, 150 damage, 65 energy, Reduces User Attack -2 Stages)
  

There was a time not long ago when Goodra was just kind of sad. As recently as February of this year, Goodra's best moveset included Muddy Water, one of the worse debuffing moves in the game. While many other low-power debuffers come with guaranteed (Acid Spray, Psychic Fangs, Brick Break, Poison Fang, Obstruct, Feather Dance, etc.) or at least a 50% chance (Breaking Swipe, Octazooka, Leaf Tornado, etc.) of triggering, Muddy Water is held back at 30%. Just among Water moves, for the same energy you get a 50% chance with Razor Shell, for only 5 more energy you get a 100% debuff with Bubble Beam, or for 10 more energy you get the same 30% chance BUT deal a respectable 70 damage with Liquidation. And don't get me started on things like Scald and Crabhammer. Muddy Water is just a poor PvP move, and anything that has to use it (like Goodra used to just a couple months ago) just felt very sad doing it. 30% of the time, it worked... well, really none of the time.
Aqua Tail changed all that when it was added on March 1st, and immediately boosted Goodra, and across multiple Leagues. It immediately slotted in to Charge Move Slot #1, and often is all Goodra needs... along with just the threat of one of its closers.
Goodra has some great and rather unique closing options. Draco Meteor usually sims the best thanks to its ridiculous power and potential, but at least in most Great and Ultra League metas where Goodra has shone brightly of late, it's usually running Power Whip instead. A Dragon with a Grass move is virtually unheard of in GO, with only half-Grass Alolan Exeggutor and spicy-at-best Latios having any Grass moves at all. Alolan "Hector" has just never been able to break out in PvP at all, and Latios, on the rare occasions you may actually see one, much prefers Luster Purge these days instead of big slow Solar Beam. Goodra fills a to-date unfilled niche when running Power Whip. It doesn't hurt that Whip is a solid move at 90 damage for 50 energy, giving it the best Damage Per Energy (1.8) of ANY of Goodra's moves aside from the ridiculous Draco Meteor (which is held in check, of course, due to its severe self-nerfing drawback). I've seen Sludge Wave Goodra before, and it can be a nasty surprise, but by and large you're going to see Power Whip (or perhaps Draco) instead. It's part of what makes Gooboy (or Googal) special.
So one could argue that Goodra already has everything it needs to find PvP success, and indeed, for the last three months it has enjoyed far more success than it ever had before. But this is Community Day, and so that, of course, means a new move. In this case, it should be a very familiar move to those who study big changes season to season, as it's the move that was tied for widest new distribution this season (being given to nine new Pokémon): Thunder Punch.
So going back to me being wrong, when this was first announced, I was admittedly and openly bummed. I STILL don't really understand why Goodra wasn't just given this move along with Typhlosion, Scrafty, Lucario and all the other new recipients, but that's more of a quibble. As far as what the move does for Goodra, I do have good news now that I've looked more closely. Using the above sims as a barometer, let's see what a little thunder can doo for Goo....

GREAT LEAGUE

So as I noted in our BLUF, this looks like the best League for Thunder Punch to make an impact. Its slightly higher-than-Aqua Tail cost means that it doesn't work well as an Aqua Tail replacement, but it DOES work pretty well in combination with Aqua Tail, becoming sort of an alternative Dragonair, but... overall better? Both have Aqua Tail and thus share wins versus notable Fire, Ground, and/or Rock types (including Talonflame, Gligar, Skeledirge, Swampert and Whiscash and others), but then the coverage beyond is quite different. Dragonair is a little faster (with 35-energy Body Slam) and also hit a little harder (thanks to higher Attack) and thus it can outrace things like Swampert, Feraligatr, Annihilape, and Lickitung that Goodra cannot, but Thunder Punch gives Gooboy some nice wins instead like Poliwrath and Registeel, and its better bulk means outlasting Whiscash, Galarian Stunfisk, Umbreon, and Guzzlord which Dragonair usually cannot replicate. And with shields down, Thunder Punch Goodra (unique wins: Gligar, Mandibuzz, Mantine, Pelipper, Swampert, Whiscash) more clearly outshines Dragonair (only special win is Venusaur). I'm not ready to declare Dragonair outdated by any means, but as good as it's been in PvP for a long time, Goodra mostly fits that same mold and certainly belongs at least on that same tier now.
As for how Thunder Punch specifically compares to previously running Power Whip, it's mostly an upgrade, beating everything Power Whip can in 1v1 shielding PLUS Altaria, Pelipper, and Poliwrath (normal and Shadow), and everything Power Whip can in 2shield except Carbink, tacking on Mandibuzz and Skarmory instead. Power Whip DOES pull away a bit with shields down (which makes sense considering its much higher damage output), but even there Thunder Punch shines with new wins like Mandibuzz, Mantine, and Pelipper.
It even compares favorably to the higher-ceiling-but-less-used-Draco Meteor, adding Altaria, Pelipper, and Poliwrath in 1shield (as opposed to Draco's Cresselia, Lickitung, and Mandibuzz) in 1shield, Mandibuzz and Skarmory (versus only Registeel as a new loss) in 2shield, and the same Mandibuzz, Mantine, and Pelipper wins you'd expect with shields down.
Long and short of it all is this: Thunder Punch Goodra is a capable alternative now in Great League. As with Power Whip, it gives Goodra coverage that is still very unique for a Dragon and is potent enough for even Open play on the right team, and will surely make an impact in multiple future Limited metas.

ULTRA LEAGUE

Now as we get into higher Leagues where the coverage of Thunder Punch starts to be outweighed more by its relatively low power, it becomes a little less desirable, though still viable on the right team:

• In 1v1 shielding, Thunder Punch is roughly on par with Power Whip (basically comes down to beating either Mandibuzz {Punch} or Umbreon {Whip}), but Draco Meteor retains the highest ceiling, losing Feraligatr but having unique, special wins like DDeoxys, Obstagoon, Virizion, Greedent, and Tentacruel within its grasp.
  
• NO contest in 0shield, where Thunder Punch just flops compared to both Draco Meteor and Power Whip. Not too surprising though, right?
  
• Perhaps most distressingly, Thunder Punch is even outclassed in 2v2 shielding, losing to DDeoxys (which both Draco and Whip can handle) and also Greedent, Obstagoon, and Poliwrath that Power Whip can take out.
  

Overall, Thunder Punch COULD still work here, if not in Open than at least in Limited/Cup metas of the future. But just not to the same degree as Great League.
And that just leaves....

MASTER LEAGUE

In truth, Goodra may be a tad overlooked here already. It ranks within the Top 30, but goes largely unnoticed in large part because it has at least 10 Dragons that rank ahead of it. But those who DO use it are likely to do so with Draco Meteor, and honestly, I don't see Thunder Punch fitting into the equation. IF it does, this is the one place where you might be able to slide it in in place of Aqua Tail if Water and perhaps Flying types scare you and the rest of your ML team. For my money I'd still rather have Aqua Tail as my bait/coverage move in Master League, but that's more of a judgement call. What do YOU prefer, dear reader?

WRAP UP

Alright, my friends, that's all I got for today. Final advice: get a good Thunder Punch Goodra for Great League, and then if you have the resources consider Ultra and Master League, probably in that order.
Until next time, you can always find me on Twitter with regular Pokémon GO analysis nuggets, or Patreon if you like.
Good hunting, folks. Please stay safe out there, and catch you next time, Pokéfriends!

I've been doing this for now 548 analysis articles and five years and four+ months. But you know what? That doesn't matter, because no matter how much experience or expertise someone has in something, we're all human, and that means we're all sometimes wrong.
And when it comes to Thunder Punch GOODRA, I'll come out and say it: I WAS WRONG.
My first, off the cuff take when Thunder Punch was announced as the exclusive move was that Thunder Punch was the wrong move, that it was a move that effectively killed all the hype a Goomy Community Day had going for it to that point. And while I DO still feel that it would have been more interesting to give Goodra Thunder Punch at the start of the season just days ago (along with all the others that got the same move) and then give Goodra another interesting move on Community Day, the main point — that Thunder Punch is a bad fit — was just wrong.
I'll summarize briefly in our Bottom Line Up Front, but in short: stick around after that, if you can, to see why I was wrong and what good there is to be found here.

B.L.U.F.

• Thunder Punch loses some of its luster the higher League you go, but in Great League, it has some very good use cases. Great League is probably THE best place to consider it and the highest priority to have coming out of Community Day.
  
• While Thunder Punch is generally at least a slight downgrade in Ultra and Master Leagues, there are some good pickups that could help certain teams. Lower priority, but if you can afford to grind for those as well, it's not a bad idea.
  

Yeah, not much else to say in summary, so let's get into the details!

GOODRA

Dragon Type
GREAT LEAGUE:
Attack: 120 (118 High Stat Product)
Defense: 137 (137 High Stat Product)
HP: 114 (118 High Stat Product)
(Highest Stat Product IVs: 1-14-14, 1500 CP, Level 16)
ULTRA LEAGUE:
Attack: 155 (153 High Stat Product)
Defense: 174 (176 High Stat Product)
HP: 150 (152 High Stat Product)
(Highest Stat Product IVs: 0-12-12, 2500 CP, Level 27)
MASTER LEAGUE:
Attack: 197
Defense: 216
HP: 186
(Assuming 15-15-15 IVs; 3963 CP at Level 50)
There's not much mystery to Dragons for long-time PvPers... there are many that have been PvP-relevant in all Leagues since the very beginning. But as many of those Dragons have a secondary typing (Flying, Ghost, Dark, Steel, Water, Poison... you name it, it's probably out there in SOME meta!), I think it's worth a brief mention of how a mono-Dragon works, as we have far less of those.
Dragon rather famously resists the primary "elements": Grass, Fire, Water, and Electric. And perhaps even more famously, they are weak to Ice, Fairy, and other Dragon damage. Not a great defensive typing, but really not too shabby.
Much better for Goodra are the stats. When everything is maxed out in Master League, Goodra is the bulkiest Dragon aside from Zygrade and the Giratinas. And it is THE bulkiest with the valued Dragon Breath as a fast move.
Oops, I slipped. If we're going to discuss fast moves, then I better get into those more formally....
FAST MOVES

• Dragon Breath (Dragon, 4.0 DPT, 3.0 EPT, 0.5 CoolDown)
  
• Water Gun (Water, 3.0 DPT, 3.0 EPT, 0.5 CD)
  

Water Gun is not a bad move, and can actually be rather oppressive in grinding things down in PvP. (Just ask anyone who has faced down, say, Tapu Fini.) But I mean, there's really no contest here. Not only does Dragon Breath deal 33% more damage while having the same energy generation and even the same cooldown, but it gets STAB on top of that and thus deals even MORE damage. The difference is such that even against things that resist Dragon damage but do NOT resist Water (things like most Steel and even big-name Fairy types like Togekiss and Zacian, for example) take the same damage from resisted Dragon Breath that they do from unresisted Water Gun. And there are more things that resist Water (Grass, Water, and most notably Dragons) than Dragon (just Steels and Fairies).
I can see there being a funky Limited meta where Water Gun Goodra could surprise, but 99 times out of 100, just go with Dragon Breath and don't look back. Especially in Dragon-filled Master League.
ᴱ - Exclusive (Community Day) Move
CHARGE MOVES

• Aqua Tail (Water, 55 damage, 35 energy)
  
• Muddy Water (Water, 35 damage, 35 energy, 30% Chance: Reduce Opponent Attack -1 Stage)
  
• Thunder Punchᴱ (Electric, 55 damage, 40 energy)
  
• Power Whip (Grass, 90 damage, 50 energy)
  
• Sludge Wave (Poison, 110 damage, 65 energy)
  
• Draco Meteor (Dragon, 150 damage, 65 energy, Reduces User Attack -2 Stages)
  

There was a time not long ago when Goodra was just kind of sad. As recently as February of this year, Goodra's best moveset included Muddy Water, one of the worse debuffing moves in the game. While many other low-power debuffers come with guaranteed (Acid Spray, Psychic Fangs, Brick Break, Poison Fang, Obstruct, Feather Dance, etc.) or at least a 50% chance (Breaking Swipe, Octazooka, Leaf Tornado, etc.) of triggering, Muddy Water is held back at 30%. Just among Water moves, for the same energy you get a 50% chance with Razor Shell, for only 5 more energy you get a 100% debuff with Bubble Beam, or for 10 more energy you get the same 30% chance BUT deal a respectable 70 damage with Liquidation. And don't get me started on things like Scald and Crabhammer. Muddy Water is just a poor PvP move, and anything that has to use it (like Goodra used to just a couple months ago) just felt very sad doing it. 30% of the time, it worked... well, really none of the time.
Aqua Tail changed all that when it was added on March 1st, and immediately boosted Goodra, and across multiple Leagues. It immediately slotted in to Charge Move Slot #1, and often is all Goodra needs... along with just the threat of one of its closers.
Goodra has some great and rather unique closing options. Draco Meteor usually sims the best thanks to its ridiculous power and potential, but at least in most Great and Ultra League metas where Goodra has shone brightly of late, it's usually running Power Whip instead. A Dragon with a Grass move is virtually unheard of in GO, with only half-Grass Alolan Exeggutor and spicy-at-best Latios having any Grass moves at all. Alolan "Hector" has just never been able to break out in PvP at all, and Latios, on the rare occasions you may actually see one, much prefers Luster Purge these days instead of big slow Solar Beam. Goodra fills a to-date unfilled niche when running Power Whip. It doesn't hurt that Whip is a solid move at 90 damage for 50 energy, giving it the best Damage Per Energy (1.8) of ANY of Goodra's moves aside from the ridiculous Draco Meteor (which is held in check, of course, due to its severe self-nerfing drawback). I've seen Sludge Wave Goodra before, and it can be a nasty surprise, but by and large you're going to see Power Whip (or perhaps Draco) instead. It's part of what makes Gooboy (or Googal) special.
So one could argue that Goodra already has everything it needs to find PvP success, and indeed, for the last three months it has enjoyed far more success than it ever had before. But this is Community Day, and so that, of course, means a new move. In this case, it should be a very familiar move to those who study big changes season to season, as it's the move that was tied for widest new distribution this season (being given to nine new Pokémon): Thunder Punch.
So going back to me being wrong, when this was first announced, I was admittedly and openly bummed. I STILL don't really understand why Goodra wasn't just given this move along with Typhlosion, Scrafty, Lucario and all the other new recipients, but that's more of a quibble. As far as what the move does for Goodra, I do have good news now that I've looked more closely. Using the above sims as a barometer, let's see what a little thunder can doo for Goo....

GREAT LEAGUE

So as I noted in our BLUF, this looks like the best League for Thunder Punch to make an impact. Its slightly higher-than-Aqua Tail cost means that it doesn't work well as an Aqua Tail replacement, but it DOES work pretty well in combination with Aqua Tail, becoming sort of an alternative Dragonair, but... overall better? Both have Aqua Tail and thus share wins versus notable Fire, Ground, and/or Rock types (including Talonflame, Gligar, Skeledirge, Swampert and Whiscash and others), but then the coverage beyond is quite different. Dragonair is a little faster (with 35-energy Body Slam) and also hit a little harder (thanks to higher Attack) and thus it can outrace things like Swampert, Feraligatr, Annihilape, and Lickitung that Goodra cannot, but Thunder Punch gives Gooboy some nice wins instead like Poliwrath and Registeel, and its better bulk means outlasting Whiscash, Galarian Stunfisk, Umbreon, and Guzzlord which Dragonair usually cannot replicate. And with shields down, Thunder Punch Goodra (unique wins: Gligar, Mandibuzz, Mantine, Pelipper, Swampert, Whiscash) more clearly outshines Dragonair (only special win is Venusaur). I'm not ready to declare Dragonair outdated by any means, but as good as it's been in PvP for a long time, Goodra mostly fits that same mold and certainly belongs at least on that same tier now.
As for how Thunder Punch specifically compares to previously running Power Whip, it's mostly an upgrade, beating everything Power Whip can in 1v1 shielding PLUS Altaria, Pelipper, and Poliwrath (normal and Shadow), and everything Power Whip can in 2shield except Carbink, tacking on Mandibuzz and Skarmory instead. Power Whip DOES pull away a bit with shields down (which makes sense considering its much higher damage output), but even there Thunder Punch shines with new wins like Mandibuzz, Mantine, and Pelipper.
It even compares favorably to the higher-ceiling-but-less-used-Draco Meteor, adding Altaria, Pelipper, and Poliwrath in 1shield (as opposed to Draco's Cresselia, Lickitung, and Mandibuzz) in 1shield, Mandibuzz and Skarmory (versus only Registeel as a new loss) in 2shield, and the same Mandibuzz, Mantine, and Pelipper wins you'd expect with shields down.
Long and short of it all is this: Thunder Punch Goodra is a capable alternative now in Great League. As with Power Whip, it gives Goodra coverage that is still very unique for a Dragon and is potent enough for even Open play on the right team, and will surely make an impact in multiple future Limited metas.

ULTRA LEAGUE

Now as we get into higher Leagues where the coverage of Thunder Punch starts to be outweighed more by its relatively low power, it becomes a little less desirable, though still viable on the right team:

• In 1v1 shielding, Thunder Punch is roughly on par with Power Whip (basically comes down to beating either Mandibuzz {Punch} or Umbreon {Whip}), but Draco Meteor retains the highest ceiling, losing Feraligatr but having unique, special wins like DDeoxys, Obstagoon, Virizion, Greedent, and Tentacruel within its grasp.
  
• NO contest in 0shield, where Thunder Punch just flops compared to both Draco Meteor and Power Whip. Not too surprising though, right?
  
• Perhaps most distressingly, Thunder Punch is even outclassed in 2v2 shielding, losing to DDeoxys (which both Draco and Whip can handle) and also Greedent, Obstagoon, and Poliwrath that Power Whip can take out.
  

Overall, Thunder Punch COULD still work here, if not in Open than at least in Limited/Cup metas of the future. But just not to the same degree as Great League.
And that just leaves....

MASTER LEAGUE

In truth, Goodra may be a tad overlooked here already. It ranks within the Top 30, but goes largely unnoticed in large part because it has at least 10 Dragons that rank ahead of it. But those who DO use it are likely to do so with Draco Meteor, and honestly, I don't see Thunder Punch fitting into the equation. IF it does, this is the one place where you might be able to slide it in in place of Aqua Tail if Water and perhaps Flying types scare you and the rest of your ML team. For my money I'd still rather have Aqua Tail as my bait/coverage move in Master League, but that's more of a judgement call. What do YOU prefer, dear reader?

WRAP UP

Alright, my friends, that's all I got for today. Final advice: get a good Thunder Punch Goodra for Great League, and then if you have the resources consider Ultra and Master League, probably in that order.
Until next time, you can always find me on Twitter with regular Pokémon GO analysis nuggets, or Patreon if you like.
Good hunting, folks. Please stay safe out there, and catch you next time, Pokéfriends!

Buenas gente, les comento, este finde me voy a pegar una escapada para Encarnación para comprar componentes y algún periférico, y quería saber si hay alguno en este subreddit hermoso que ya haya ido para esos lares y me recomiende alguna casa de informática buena. Yo por mi parte estoy buscando en google todas las casas que tengan un numero de telefono y voy preguntando, pero por ahí no me responden y la mayoría no tienen páginas web para asesorarme. Y de paso algun tip, info o experiencia que hayan tenido yendo a comprar por ahí también sumamente agradecido. Un saludo enorme y un abrazo de oso.
EDIT: Bueno gente, terminé comprándome 2 monitores hp m24f a $140.000 cada uno en Listani, (que acá por lo que vi en ML, salen cerca de 500k) que era lo que estaba buscando porque soy programador y necesito ver mucho en pantalla. Si van buscando monitores, no lo hagan, te cobran multa en la AFIP, 160k me acostaron a la vuelta, y bien merecido por no leer antes qué es lo que te dejan traer y qué es lo que no, así que les recomiendo que lean encarecidamente esto para tener en cuenta qué quieren traer de regreso para que no les rompan el orto a multas.
El resto de tecnología obviamente más barato que acá, pero si compras en dólares, sino te hacen el cálculo de USD 1=ARS 1300 y te rompen el orto, yo conseguí una buena oferta, pero le guitarree al vendedor para que me baje el precio.
Les dejo otras cositas que consulté pero que no terminé comprando porque se me iba al culo el presupuesto, por si a alguien le sirve (todo en dólares):
-Joystick Redragon Horus $50 -Teclado Redragon Harrow $55 -Monitor Samsung CRG5 $180 (Electrónica Paris) -Monitor LG 24MP400 $130 (Paris) -RAM Crucial 2x16 $35 (Paris) -Teclado Redragon Draconic $55 (Paris)
Los que no tienen nombre es porque no recuerdo el local, pero en todos lados manejan maso los mismos precios así que no hay drama, pero SIEMPRE QUE PUEDAN manejense en lugares de confianza, como Paris, Listani o PCStock y MUCHO OJO a los estafadores que andan por la calle, que te van llevando entre negocios y te punguean cuando pueden. Un saludo y cualquier consulta me avisan, abrazote.

Welcome everyone to a very special edition of our annual tradition here on mindcrack!
It has now been over 10 years since this subreddit's very first time capsule was created by u/BegbertBeggs on April 26th 2014, and so I decided last minute to make this year's opening a double special, giving us a nostalgic comparison between the many changes from both a year and a full decade ago. There's all sorts of detailed info here which often isn't listed anywhere else, so whether you're checking up on how the group's doing, reading through out of curiosity, or looking back on some precious memories, I hope you enjoy scrolling through these archives!
We're opening the tenth edition of the mindcrack time capsule from 2023 and the first edition from 2014, starting with 2014 since it's shorter. Every year since 2014 can also be found here: 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022. With that all out of the way, let's officially crack open the seals!

2014:

Today is the 26th of April 2014.

Vanilla Server

Season 4 of the vanilla server is running. It is updated on a 1.8 snapshot version.
The Mindcrack server currently has 25 members, 26 when including TheJims.
The latest user to join was SethBling, the latest member to (officially) leave was Shreeyam.
Guude is building the UHC monument, doing collaboration videos with the members (and ex-members) to build their skin as a statue. Right now ten statues are completed. A list of the Mindcrackers' projects can be found here: link

Modded Server

The Mindcrackers play on their second official modded server.
The official modpack is now the CrackPack, hosted by the ATLauncher. It was previously called Crack the Beast. The corresponding subreddit is /crackpack.
Many of the Mindcrackers plus Biffa2001 play on the server.
There is also an Attack of the B-Team server (by the B-Team) and a Pixelmon server (by TerasHD) on which some Mindcrackers play/have played.

Ultra Hardcore (UHC)

There have been 15+1 season of UHC (+1 for S4b).
Team Cheaty Hot Beef (Nebris, Pyrao, VintageBeef) are the winners of the latest UHC, Season 15!
5 Seasons have been FFA, 3 Seasons teams of 2, 2 Seasons teams of 3, 6 Seasons teams of 4 (including S1+2).
PauseUnpause has the most total kills (25). He also has the most kills in a single season (7). He holds the record of most won seasons (6).
Guude and VintageBeef have died in 12 seasons of UHC.
UHC has featured multiple Guests: OldManWillakers, Dinnerbone, Grumm and JL2579. SethBling has participated in 2 UHCs before joining the vanilla server.

PlayMindcrack

The PlayMindrack server features 4 game modes: Survival Games, Dwarves vs Zombies, Barnyard Blitz, King of the Golden Monocle and Power Juice.
There are also these "towns": SethBling's Basketball, Zisteau's Calamity Town, One Life by OldManWillakers and Mhykol's Bouncy Castle. Arkas' town is under construction.
The server has its own subreddit, /playmindcrack.

Subreddit

/mindcrack has approximately 42,000 subscribers.
/mindcrack is moderated by 6 persons and 1 bot, which are: GuudeBoulderfist, Pakratt0013, Shreeyam, Zisteau, nWW, pajam and AutoModerator.
Todays frontpage looks like this: http://i.imgur.com/bNxF6RZ.jpg (thanks labtec901)
All the flairs available right now: part 1 and part 2 (Thanks to Omegatron9)

Miscellaneous

So far there has been one MindCrack Marathon from the 18th until the 20th October 2013. The donations of $118,000 helped Kurt to reach the goal for Season 4 of Far Lands Or Bust!
SethBling has the most subscribers, with slightly above 1.6 Million. Congrats!
The community added these images to the time capsule: [1], [2], [3]

2023:

Today is the 5th of June, 2023.

General Information

A current concise definition of Mindcrack is "A group of friends and content creators founded in 2010 who come together for gaming content and regular charity events, primarily based on Twitch."
Mindcrack currently has 24 official members with 18 active as content creators, and around 19 Friends/VIPs active in the group, though there is no official list on who all is considered a Friend. Mindcrackers and Friends are essentially the same and differ only in name.
The latest member to join officially was OMGChad on the 31st of October, 2014, and the latest member to leave was BTC (BlameTheController) on the 12th of November, 2015, however these stats are somewhat misleading. For the last 12.5 years there has been a steady stream of new friends that each gradually became part of the group as well as some that parted ways, for the first 5 years these had specific dates tied to when they officially joined and left, but since then the newcomers have gradually become active within the group in the same way without being tied to any single date for various reasons. Thus, the latest person to become a part of the group is difficult to pinpoint.

Charity

There have been ten full Mindcrack Marathons to date and a multitude of other charity efforts, both from individuals and the full group. In total Mindcrack has raised over $2,088,731.75 for others through their group fundraising streams since 2013, of which $1,955,259.30 has been for the charity Extra Life (totals missing $0-5K). The latest full marathon was on November 14-20 and ran for 88 hours, raising $128,386.51 for Extra Life.
A complete list of all totals raised during Mindcrack group fundraising streams can be found here, the source message is pinned in the Mindcrack Discord and regularly updated.
The most recent charity event was held two months ago for Extra Life and was Mindcrack's first time running Extra Life United, the annual gathering in Orlando where Extra Life gamers come together to connect with Children’s Miracle Network Hospitals and participate in a variety of tournaments. For ELU 2023 Mindcrack hosted the entire event, running the gaming tournaments, stage entertainment, and the official stream which was essentially a spring Mindcrack Marathon. ELU 2023 also featured the return of the Minecraft Building Competition, and Pakratt led team Mindcrack to another 1st place finish against 5 other teams despite an ill-timed computer failure, earning $10,000 for the team’s hospitals.
The Mindcrack Patreon has now been supporting Mindcrack's charity efforts for over 3 years, allowing the marathon to grow in size and production quality. Currently the Patreon has 267 Patrons pledging $2,370 per month, with 59 Patrons on the $25 tier, 1 on the $500 tier, and the rest split between $5 and $10.
Kurt's Far Lands or Bust journey has continued on as always, with Season 10 currently coming to a close after a 54 day FLoB-a-Thon filled with adventures and over 1.5 million blocks traveled in just over a year. He is currently at 7,396,358 blocks traveled towards the Far Lands as of May 15th, 2023, sitting at 58.9% of the way there. The latest numbered episode was #847 on May 30th, 2023. The series has raised $472,939.92 for 7 different charities since 2011, however Season 10 did not end up supporting a charity.
MCGamer and the Zeldathon Team have raised $3,203,023 for 12 different charities during their 34 charity events. The latest Zeldathon was Zeldathon Daybreak which raised $125,800.00 for Direct Relief from August 2nd-8th, 2022, and they also held Side Quest: Dampe’s Twilight Tour! for Halloween from October 28th-31st which raised $12,600 for Gamers Outreach, their first time supporting the charity. The next Zeldathon will be Zeldathon Echoes, scheduled to start on July 6th raising money for charity: water.
There's also a multitude of individual charity efforts in Mindcrack; several people in the group hold streams supporting their individual Extra Life campaigns, and there's frequently one-off streams for various charities, such as Taffy’s recent subathon for St. Jude and Extra Life’s Dungeons & Dragons stream last month which Aurey joined. A complete list wouldn't be feasible to collect, but their efforts are greatly appreciated. In total everyone in the group has raised over $6 million for charity over the years.

Regular Series

The Mindcrack Podcast is hosted by Sevadus and Guude releasing two episodes every week, consisting of a public episode every Monday and a Patron-exclusive episode every Thursday. Additionally, Patrons at the $25 tier can watch the recordings live with live chat. The latest public episode was S2E135 which released today on June 5, 2023, and the latest premium episode was episode 134 released on May 25, 2023.
Cone, Kurt, and Zeekay host the podcast Ran When Parked which normally releases new episodes every other week, the latest episode was episode 94, however there hasn’t been a new episode in 2 months.
As of tonight Coestar's StreamADay is sitting at Day 3,471, and Phedran's daily streaming streak is on Day 2,072. Coe still holds the second longest daily streaming streak on Twitch as he approaches the ten year mark.
In the last year Subathons have really picked up, with Arkas, DumbDog, Guude, Justin, Kurt, McLaffyTaffy, Millbee, and OMGchad each having at least one, as well as many one or two day marathon streams from others, and they have resulted in many collabs within the group. Another recent fad is IRL streaming, with several in the group getting dedicated mobile streaming setups to go out in the world and stream, and Guude has almost entirely replaced his gaming content with IRL streams recently.
A large number of limited collabs appeared in the last year which aren’t currently running, most notably Mario Kart Mondays returned as a one-off appearance, the Bike Dads returned for a short period starting in the very same week, and DumbDog brought back The Checkpoint League for S2 which included Chiblee, Jaaski, and Justin. TFC Tuesday is also currently on hiatus. There are also a variety of collabs which frequently make appearances without a set schedule, including games such as Mahjong Soul and Mario Party.
The following is a list of the more stable weekly collab series within Mindcrack currently:

• Armo, Breon, Coestar, Kingster, and occasionally Ryuski play PUBG for Sunday Gunday every week, and PUBG also makes frequent appearances throughout the week with other squad combinations.
• Breon, Mhykol, and Ryuski are joined by Fortain and Omnirach every Tuesday playing games together, currently playing Space Engineers after previously playing Minecraft: Legends.
• Monday Group Games have just recently returned on Tuesdays, with several Friends and Staff playing Among Us with the Mindcrack community.
• Coestar and Guude's Two Bananas for Sale continues as always after recently hitting their 5 year anniversary, playing games together or with Patrons every Friday night. Their joint Patreon currently raises $584 per month thanks to 34 Patrons.
• Arkas, Guude, Nebris, and Pakratt continue to play Divine Journey 2 every other Saturday and just passed their 8-year anniversary playing together, however their sessions have been inconsistent since the start of the series.
• Pause and Beef have once again joined with Etho for a new Team Canada series recently, playing the Minecraft CTM map Starblight Desert.
• Guude and JSano, known as Guano, still regularly upload GeoGuessr videos on YouTube.

Servers

Season 9 of the Minecraft vanilla server is currently ongoing, but Season 10 is expected to start in the very near future after the release of 1.20, and the final server tours are already taking place. The current season started on December 11th, 2021, and the server is running on 1.19.4 with some extra plug-ins to allow $25 tier Patrons on the server. This season has had approximately 789.5 hours streamed by Mindcrack so far; the latest stream was by Soccer on January 15th. Mhykol hosts a server map at https://mindcrackmap.com using BlueMap.
The most recent full modded server was Crackpack Season 4, Mindcrack's 7th modded season which was active from November 2019 until January 2020.
Dadcraft’s most recent server was Minecraft Vault Hunters; Chiblee, DumbDog, Jaaski, and Justin joined others on the server earlier this year.
Adlington, Arkas, Cone, Dire, Doc, Kurt, Phedran, and VintageBeef all have fan servers for Twitch subs and/or Patrons, but some might not be active at the moment.

Ultra Hardcore (UHC)

There have been 33+32 (Thirty-one donation UHCs and S4b) seasons of Mindcrack UHC.
Breon, Coestar, ConeDodger, and Kingster are the winners of the latest UHC season, Season 33, which was streamed on the 26th of February, 2022.
Amethyst, BigGiantCircles, and HonneyPlay are the winners of the latest donation UHC, the 31st of its kind, which was streamed on the 20th of November.
PauseUnpause is the most deadly player in regular UHCs with 36 kills, and Arkas and Coestar are tied for the most deadly player in donation UHCs with 38 kills each. Nebris and VintageBeef are tied for the most wins in regular UHCs with 9, and Kurt has the most wins in charity UHCs with 7. (Latest UHC stats by Guardax)
Seasons can be categorized as follows: 24 teams of four, 15 teams of two, 14 teams of three, 8 free-for-all, 2 PvE, 1 teams of five, 1 teams of ten.
This was the first year since 2015 without a spring charity UHC, as running Extra Life United took precedence.

Individual Members

The table below contains current subscription, follower, and member data for the Mindcrackers' various social media accounts. Each number is hyperlinked to include an image of that member's account as it appears on this day for easy comparison of account contents, videos, and Discord channels:

Mindcracker	Twitch	YouTube	Twitter	Patreon	Discord Size	Discord Messages**
Adlingtont	3,048	34,700	5,998	9 ($55)	42	30,090
AnderZEL	284,676	524,000*	68,569		Twitch sub to join	?
Arkas	39,117	84,900/381	24,169		441	53,430
Aureylian	146,868	261,000*	157,293
AvidyaZen	21,460	301	356		106	22,730
Coestar	62,293	108,000/1,510	28,950	21 ($69)	1,607	2,089,410
Docm77	130,700*	1,010,000	249,640	118($946)	Patron only	?
Guude	46,294	362,000/178*	89,790		Twitch sub only	892,210
JSano19	5,020	48,100	13,134	0	Patron only	?(no Patrons)
Kurt	53,468	410,000	54,606	167	Patron or Twitch sub only	186,160
MCGamer	86,885	97,900	35,313
Mhykol	15,637	52,300/10*	23,855		138	17,710
Millbee	55,546	113,000	43,072		556	813,250
Nebris	20,638	132,000
OMGchad	53,412	117,000*/1,490,000	31,096		1,955	37,110
Pakratt	102,151	49,600	19,624		544	372,720
PauseUnpause	150,560	553,000*			902	141,410
Pyropuncher	29,503	351,000*	46,246
SethBling	244,378	2,000,000	360,297		305	37,440
Sevadus	410,340	44,800*	52,997		1,732	58,700
Vechs	9,647	169,000	47,499	83($666)	1,214	173,200
VintageBeef	28,807*	1,560,000/17,200/18,600*	194,795	131	Patron only	?
W92Baj	9,427*	112,000	40,808	5	Patron only	?
Zisteau	56,398	339,000/1,540	68,059	82	1,358	420,200
Mindcrack Network	69,179	150,000	46,948	267($2,370)	2,637	327,390

* indicates pages that haven't been used in the last year ** Discord messages are all messages sent in default channels since server creation.
The following table is the same info for Friends that are content creators who have been active within Mindcrack in the last couple years, though this isn't an official list so it may have extras and not be complete. McLaffyTaffy and Paint have been added to this list since the previous year.

Friend	Twitch	YouTube	Twitter	Patreon	Discord size	Discord messages**
Amethyst	700		828
Breon	2,584	293	1,679		163	51,410
Chiblee	29,994	6,110/1,920	34,833/5,998		3,257	689,490
ConeDodger	5,766	9,780/730	1,344	144	Patron or Twitch sub to join/use	1,583,970
Dahl	451*	21,200/21*	805	0	Patron to join	52,630
Darkosto	77,941	3,680	5,893	28($169)	8,299	474,250
DireDwarf	18,336	4,650*	2,969	6($38)	360	183,770
Drooo	363	10*	436		56	28,450
HCJustin	69,961	13,500/296(new)	19,311	22($119)	Twitch sub to join	1,275,930
HonneyPlay	11,623	3,070*	1,205	8	544(shared w/ Pak)	372,720
Jaaski	11,003	455/7(new*)	2,551		619	273,350
Kingster	514	4*	28		33(new)	860
McLaffyTaffy	31,410	14,500	6,862		989	161,680
Mookake	691	2,330*	234
Paintbrushpuke	539		227
Phedran	9,686	8,740	4,710	54($403)	476	110,070
Ryuski	1,357	194	429		75	28,000
Sapphyrei	18,362	189*/127,000	11,611
Soccer	510	135*	271		Twitch sub to join	440*

There are currently about 28 people part of Mindcrack that stream on Twitch regularly(past 3 months), and about 7 that upload YouTube videos with non-streamed content.
In the last year there were approximately 32,950 hours streamed on Twitch by about 41 Members and Friends, with 2,880 combined hours streamed during last month. During that year there were 875 unique categories streamed and 3,589,000 hours watched on Twitch which is equal to 410 years.
The most streamed games in order were Minecraft, PUBG, Words on Stream, PlateUp!, and Noita. Minecraft had the most streamers with 32, most hours streamed with 4,994, and second most hours watched with 427,540; the category Just Chatting was also among the most streamed and had the most hours watched with 561,200, and Travel & Outdoors and Special Events were also among the top.
Here's a chart showing monthly hours streamed by Mindcrack members from August 2015 to May 2023; here's a similar chart with Friends added starting May 2020.
According to the Mindcrack website, the total YouTube subscribers across all official Mindcrackers is 9,042,471, the total number of videos is 71,787, and the total views is 2,418,417,594. The website hasn't been updated in years and these numbers have not changed since the last time capsule, so they are at least one year out of date.
The total member count across public Discord servers in Mindcrack is 27,789 which includes significant overlap(13,537 for just Mindcrack Members). In total there's been approximately 10,587,460 messages sent across all 36 servers including from bots, but I don't have numbers from every server. Cone’s Discord has overtaken Coe’s as by far the most active server, with over 340,000 messages in the last year alone.
SethBling is the most subscribed on YouTube with 2 million subscribers as well as the most followed on Twitter with 360,297 followers. Sevadus has the most Twitch followers with 410,340 followers. Darkosto has the largest Discord server with 8,299 members, and among the Mindcrack Members OMGchad has the largest with 1,955 members.

Subreddit

mindcrack has approximately 45,000 subscribers. Discord servers and Twitch chats are the primary places the active Mindcrack community's interactions are based, so the subreddit sees minimal activity.
The Moderator Team of mindcrack consists of 10 humans and 2 bots: GuudeBoulderfist, pakratt0013, stinusmeret, Zisteau, pajam, Lost-Chord, Compieuter, ArmoAram, stevetheclimber, emilythecool, MindcrackTwitchBot, and CrackBot / AutoModerator.
This is the subreddit today using old Reddit (Picture Version), and this is the same page using the redesign (Picture Version).
Here’s the current flair selection which has not been updated recently, and here are the subreddit’s traffic stats which are normally only viewable by mods.

Miscellaneous

Docm77 and VintageBeef are also members of HermitCraft, and Arkas, Chiblee, Coestar, Jaaski, Justin, and Pause are all members of Dadcraft. After making a game on the HermitCraft server, Beef recently released a physical trading card game available for purchase.
SethBling currently holds 2nd place for the Super Mario World 0 Exit speedrun with a time of 41.350 seconds. He also holds records for several speedrun categories he created. In December Chiblee got the world record for time to first WooHoo in The Sims 4 without expansions with a time of 24.410 seconds; this has since been pushed back to 2nd place.
In the lives of the Mindcrackers and Friends there’s been many changes over the last year; Sevadus and Trent’s wedding will be later this month with other Mindcrackers attending, others in the group have started dating, there’s been many new pets across Mindcrack, and there’s been lots of travel and a bit of moving, including Pakratt and Honney who are currently in the middle of moving. Because of changes in the economy, some people in the group have gotten new jobs and slowed down their content.
Throughout the year many people in the group have met up in a variety of places which has seemingly become more prominent thanks to an increase in IRL streaming. Some of these were just meeting as friends such as Mhykol driving to Breon’s place or Soccer and Shelbs visiting Arkas, while others were for Mindcrack events such as ELU where many of them stayed extra days and streamed local activities together.
There have been no public updates in the last year on Mindcrack's progress towards becoming a non-profit that's publicly been in the works for years. This long transition period is seemingly one of the main reasons that new Mindcrackers haven’t been added recently, as the definition of membership was always anticipated to be changing soon and in essence already changed years ago.

Community Contributions

u/Omegatron9 has kept his spreadsheet and graphs on YouTube subscribers up to date.
The events of Mindcrack's first 10 years are covered in my History of Mindcrack written in 2020.
Some spreadsheets I have with stats:

• Mindcrack monthly hours streamed - August 2015 to May 2023 copy
• Mindcrack Stream stats - June 4, 2022 to June 3, 2023, has extensive numbers for every category streamed by everyone in Mindcrack in the last year
• Quarterly content produced by Mindcrack Members, 2010 Q4 to 2020 Q2, useful for seeing Twitch overtake YT for Mindcrack content
• Arkas’, Guude’s, Nebris’, and Pakratt’s Divine Journey 2 stats, updated live during every streamed episode

Thanks to Guardax and memnarch for providing Discord numbers.

And that's a wrap on a very long post, giving us a lot to reflect on with another year and an entire decade revealing the many inevitable changes that time brings. You can never know what the future holds, so after reminiscing on the past let's look forward to another year and another decade revealing the many changes of the future!
The next time capsule might be a little delayed, I've been extra tired recently from probably narcolepsy and might not have the energy until after my sleep study this month, but when that time comes there'll be a lot of info to collect so I'll be asking for help in the Discord and anyone in the community will be free to add to it. In the meantime let's use this chance to reminisce and discuss anything that stood out to you about the past that's been freshly opened up!

Venta de hardware no tan viejo.

• PC intel core i7 4770k por partes, CPU 60k, mother 70k, gabinete 40k, https://www.reddit.com/gallery/1d6x0qw, https://www.reddit.com/gallery/1cxqxnw, https://www.reddit.com/gallery/1d6uejr
• Nvme 256gb, 20k, https://www.reddit.com/gallery/1d6wqmx
• Impresora scanner HP 3050, 60k, https://www.reddit.com/gallery/16st52t

Algunas cosas que no estoy usando

• Mochila notebook Case Logic 15.6", 50k, https://www.reddit.com/gallery/1d6ujm7
• Molinillo Oster, 60k, https://www.reddit.com/gallery/1avmhkt
• Zapatillas Nike T41, 25k, https://www.reddit.com/gallery/1d6uhmp
• Foton 3 cuerpos, 50k, https://i.redd.it/7ry7ve4jsa4d1.jpeg

Hardware para reparar

• Fuente Gigabyte modular 1000w, 20k, https://www.reddit.com/gallery/1d6uban
• TV Samsung 40" (no smart), 20k, https://i.redd.it/oxr9lq3uua4d1.jpeg

Hardware viejo en adopcion

• Pentium II, https://i.redd.it/dzj258s589ab1.jpg, https://i.redd.it/svyofas589ab1.jpg
• Mother Elpina, https://i.redd.it/jbplg4r589ab1.jpg, https://i.redd.it/1f0ju7s589ab1.jpg

Fotos y otros articulos extra en la planilla https://docs.google.com/spreadsheets/d/1MjKYKAaO-xRX6v0sv6xUMV22vBIUNTikT4rcCHhmOrA/edit?usp=sharing
Para retirar estoy por el barrio de Coghlan, cerca de la estacion del mismo nombre. A unas 7 cuadras del Hospital Pirovano. Puedo hacer envios por ML, el costo de envio lo paga el comprador.
Cualquier consulta o pregunta aqui -> https://www.reddit.com/message/compose/?to=fogalmam.

What laptops are we recommending these days?

Use-Case

Full-stack enterprise development. Will have multiple applications/environments/IDE's/tools running concurrently. 50% of the time, it will be docked to my multi-monitor setup. The other 50% will be on-site, meetings, traveling, or in my lap.

Form Factor

I have an XPS 13 9360 and Precision 5560. I love the 13 for travel, but definitely grab the precision for dev work. It does feel bulky at times. Hoping for something in the middle.

Build Quality

Premium. Professional. Reliable. Quiet under light load. No capacitive Fn row.

Performance

High with >=32GB RAM. GPU power would be a bonus. I occasionally need to create/edit videos, load local ML systems, and I enjoy gaming, but these are not the primary functions of the device.

Top Contenders

Asus Zephyrus g14/g16, Lenovo Yoga Pro 9i, HP Spectre x360.

Budget

Firm will cover 50% up to $3000. Must include a 2 year warranty.

Background

The XPS line has been an easy pick for me for some time, but I cant imagine getting used to that function row (nvim, debugger bindings, etc.). The Precision 5560 has also not been a great experience. The build quality is great, but it struggles with power delivery. Battery life is unfortunate. I get random blue screens about twice a month. Sometimes the screen flickers and artifacts. It gets loud and throttles hard under even moderate load. Looking for something new.

Item	Price	MSRP	% Off	History*
A Way Out	$7.99	$39.99	80% off	Lowest price $3.99 on 2023-1-17
Abzu	$6.99	$19.99	65% off	Lowest price $4.99 on 2021-5-4
Alan Wake	$6.59	$19.99	67% off	Lowest price $4.99 on 2023-12-1
Alan Wake 2	$63.99	$79.99	20% off	Matches low
Alan Wake Remastered	$13.19	$39.99	67% off	Matches low
Alan Wake's American Nightmare ®	$3.29	$9.99	67% off	Lowest price $2.49 on 2023-12-1
Alex Kidd In Miracle World Dx	$5.19	$25.99	80% off	Matches low
Among Us	$3.89	$6.49	40% off	Matches low
Ancestors	$13.37	$53.49	75% off	Matches low
Asura's Wrath	$5.19	$25.99	80% off	Matches low
Avatar: Frontiers Of Pandora™ Gold Edition	$89.99	$149.99	40% off	Matches low
Bard's Tale	$4.24	$16.99	75% off	Lowest price $3.39 on 2024-2-27
Bard’s Tale Iv: Director’s Cut	$10.39	$51.99	80% off	Matches low
Battleblock Theater	$4.94	$14.99	67% off	Lowest price $3.74 on 2023-12-1
Battlefield 2042	$11.99	$79.99	85% off	Matches low
Battlefield 2042	$13.49	$89.99	85% off	Matches low
Battlefield 2042 Elite Edition	$32.49	$129.99	75% off	Lowest price $19.49 on 2024-3-19
Battlefield 4™ Premium Edition	$7.79	$51.99	85% off	Matches low
Bayonetta And Vanquish	$13.49	$53.99	75% off	Matches low
Bc - Rearmed 2	$2.99	$14.99	80% off	Matches low
Beyond Good & Evil Hd	$2.99	$9.99	70% off	Matches low
Bioshock: The Collection	$11.99	$59.99	80% off	Matches low
Bleeding Edge	$3.99	$39.99	90% off	Matches low
Blood Waves	$6.39	$12.79	50% off	Matches low
Bloodstained: Ritual Of The Night	$16.19	$53.99	70% off	Matches low
Blue Dragon	$6.59	$19.99	67% off	Lowest price $4.99 on 2022-2-1
Book Of Demons	$3.34	$33.49	90% off	Matches low
Borderlands 3	$11.99	$79.99	85% off	Matches low
Borderlands 3: Super Deluxe Edition	$24.99	$99.99	75% off	Matches low
Borderlands Collection: Pandora's Box	$65.99	$199.99	67% off	Matches low
Borderlands: Game Of The Year Edition	$9.89	$29.99	67% off	Matches low
Bramble: The Mountain King	$15.59	$38.99	60% off	Matches low
Brütal Legend	$4.49	$14.99	70% off	Lowest price $2.99 on 2023-12-14
Broken Age	$4.49	$14.99	70% off	Lowest price $2.24 on 2023-6-6
Brothers In Arms: Hell's Highway	$2.99	$9.99	70% off	Matches low
Bundle: South Park™ : The Stick Of Truth™ + The Fractured But Whole™	$15.99	$79.99	80% off	Lowest price $14.99 on 2024-3-22
Burnout Paradise Remastered	$5.19	$25.99	80% off	Matches low
Call Of Juarez 2	$1.99	$9.99	80% off	Matches low
Capcom Beat Em Up Bundle	$13.49	$26.99	50% off	Matches low
Capcom Fighting Collection	$19.99	$49.99	60% off	New Lowest
Carnival Games®	$10.69	$53.49	80% off	Matches low
Child Of Light® Ultimate Edition	$8.99	$22.49	60% off	Lowest price $5.62 on 2020-4-14
Chorus	$6.89	$22.99	70% off	New Lowest
Cloudpunk	$4.64	$30.99	85% off	Matches low
Clouds & Sheep 2	$0.99	$9.99	90% off	Lowest price $0.49 on 2024-4-19
Control	$9.99	$39.99	75% off	Matches low
Corpse Party	$12.49	$24.99	50% off	New Lowest
Crackdown 3 Bundle	$13.19	$39.99	67% off	Lowest price $9.99 on 2023-5-9
Crimson Dragon	$3.74	$14.99	75% off	Matches low
D4 Season1	$3.74	$14.99	75% off	Matches low
Dark Souls 3	$39.99	$79.99	50% off	Lowest price $19.99 on 2019-10-24
Dark Souls 3 Deluxe	$56.74	$113.49	50% off	Lowest price $24.99 on 2020-11-13
Dark Souls: Remastered	$26.74	$53.49	50% off	Lowest price $14.99 on 2020-11-13
Dark Souls™ Ii: Scholar Of The First Sin	$26.74	$53.49	50% off	Lowest price $12.49 on 2019-10-24
Dead By Daylight	$19.49	$38.99	50% off	Lowest price $15.99 on 2023-10-17
Dead By Daylight: Silent Hill Chapter	$4.99	$9.99	50% off	Lowest price $3.99 on 2021-9-7
Dead Space	$31.49	$89.99	65% off	Matches low
Dead Space Digital Deluxe Edition	$34.99	$99.99	65% off	Lowest price $9.99 on 2023-12-5
Death Road To Canada	$4.49	$14.99	70% off	Matches low
Deathloop	$15.99	$79.99	80% off	Matches low
Defense Grid 2	$3.74	$14.99	75% off	Matches low
Destiny 2 10	$3.74	$24.99	85% off	New Lowest
Destiny 2: The Witch Queen	$7.49	$37.49	80% off	Matches low
Deus Ex: Mankind Divided	$8.99	$59.99	85% off	Matches low
Devil May Cry 4 Se	$7.49	$24.99	70% off	Matches low
Devil May Cry Hd Collection	$13.19	$39.99	67% off	Matches low
Devil May Cry Hd Collection And 4se Bundle	$19.46	$58.99	67% off	Matches low
Disco Elysium	$15.59	$51.99	70% off	Matches low
Dishonored & Prey: The Arkane Collection	$32.09	$106.99	70% off	Lowest price $26.74 on 2022-10-21
Dishonored 2	$7.99	$39.99	80% off	Lowest price $3.99 on 2023-12-7
Dishonored Definitive Edition	$6.74	$26.99	75% off	Lowest price $5.39 on 2022-7-14
Dishonored: Death Of The Outsider	$7.99	$39.99	80% off	Matches low
Dishonored: Death Of The Outsider Deluxe Bundle	$15.99	$79.99	80% off	Lowest price $11.99 on 2021-8-10
Disneyland Adventures	$8.57	$25.99	67% off	Lowest price $6.49 on 2023-4-6
Dmc Devil May Cry: Definitive Edition	$11.99	$39.99	70% off	Matches low
Doom	$4.99	$24.99	80% off	Matches low
Doom Eternal Deluxe Edition	$23.24	$92.99	75% off	Matches low
Doom Eternal Standard Edition	$13.24	$52.99	75% off	Matches low
Doom Slayers Collection	$9.99	$39.99	75% off	Matches low
Dragon Age™: Inquisition	$5.49	$54.99	90% off	New Lowest
Dragonsdogmadarkarisen	$5.99	$39.99	85% off	Matches low
Dreamworks Dragons Dawn Of New Riders	$15.59	$38.99	60% off	Lowest price $9.99 on 2020-12-17
Dredge	$20.99	$29.99	30% off	Lowest price $20.09 on 2024-4-23
Dungeons & Dragons: Chronicles Of Mystara	$2.99	$14.99	80% off	Matches low
Dying Light 2	$39.99	$79.99	50% off	Matches low
Dying Light: Enhanced Edition	$11.99	$39.99	70% off	Matches low
Ea Sports Fc 24 Standard Edition	$17.99	$89.99	80% off	Lowest price $13.5 on 2024-3-23
Ea Sports Pga Tour	$13.49	$89.99	85% off	New Lowest
Eiyuden Chronicle: Rising	$5.99	$19.99	70% off	Matches low
Exoprimal	$26.39	$79.99	67% off	New Lowest
Fallout 3	$3.19	$12.79	75% off	Matches low
Fallout 4	$13.49	$26.99	50% off	Lowest price $6.74 on 2024-4-9
Fallout: New Vegas	$3.19	$12.79	75% off	Matches low
Family Feud®	$13.19	$39.99	67% off	Matches low
Far Cry Insanity Bundle	$27.99	$139.99	80% off	Matches low
Flock!	$2.99	$14.99	80% off	Matches low
For The King	$4.79	$31.99	85% off	Matches low
Forza Horizon 5 Standard Edition	$39.99	$79.99	50% off	Matches low
Gang Beasts	$7.99	$19.99	60% off	Lowest price $6.99 on 2023-7-4
Gears 5	$9.99	$39.99	75% off	Matches low
Gears Of War 4	$6.24	$24.99	75% off	Matches low
Gears Of War Ultimate Edition Deluxe Version	$6.24	$24.99	75% off	Matches low
Gears Tactics	$9.99	$39.99	75% off	Matches low
Ghostwire Tokyo	$19.99	$79.99	75% off	New Lowest
Giana Sisters	$2.99	$14.99	80% off	Lowest price $1.49 on 2023-10-17
Goosebumps: The Game	$2.99	$14.99	80% off	Lowest price $2.24 on 2020-11-19
Gord	$17.99	$44.99	60% off	New Lowest
[Grand Theft Auto V (xbox Series X	s)](https://lbabi.nz/mrkNYz)	$24.99	$49.99	50% off
Gravel	$2.69	$26.99	90% off	Matches low
Gravel Special Edition	$3.99	$39.99	90% off	Matches low
Greedfall	$11.74	$46.99	75% off	Matches low
Grid Legends	$7.99	$79.99	90% off	Matches low
Grounded	$34.99	$49.99	30% off	Lowest price $29.99 on 2024-5-7
Gta: The Trilogy – The Definitive Edition	$39.99	$79.99	50% off	Matches low
Gunfire Reborn	$12.99	$25.99	50% off	Matches low
Gungrave G.o.r.e	$9.99	$39.99	75% off	Matches low
Halo: The Master Chief Collection	$12.49	$49.99	75% off	Matches low
Halo: The Master Chief Collection	$12.49	$49.98	75% off	Matches low
Hasbro Family Fun Pack	$11.99	$39.99	70% off	Matches low
Hasbro Family Fun Pack Conquest Edition	$11.99	$39.99	70% off	Matches low
Hellblade: Senua's Sacrifice	$3.99	$39.99	90% off	Matches low
Hi-fi Rush	$27.29	$38.99	30% off	Lowest price $25.34 on 2024-5-7
Hollow	$6.49	$25.99	75% off	Lowest price $2.59 on 2023-11-14
Homefront: The Revolution	$1.99	$19.99	90% off	Matches low
How To Survive 2	$2.99	$14.99	80% off	Matches low
How To Survive: Storm Warning Edition	$4.99	$19.99	75% off	Lowest price $3.99 on 2021-10-22
Ice Age Scrat's Nutty Adventure	$23.39	$38.99	40% off	Lowest price $11.69 on 2023-12-8
Immortal Realms: Vampire Wars	$20.79	$51.99	60% off	Matches low
Immortals Fenyx Rising - Gold Edition	$19.99	$79.99	75% off	New Lowest
Immortals Of Aveum	$26.99	$89.99	70% off	New Lowest
Immortals Of Aveum Deluxe Edition	$29.99	$99.99	70% off	Lowest price $9.99 on 2023-12-8
Indivisible	$8.09	$53.99	85% off	Matches low
It Takes Two	$19.24	$54.99	65% off	Lowest price $13.74 on 2023-12-8
Jade Empire™	$3.29	$9.99	67% off	Lowest price $2.49 on 2023-4-6
Journey To The Savage Planet	$10.19	$33.99	70% off	Matches low
Jurassic World Evolution - Deluxe Bundle	$10.99	$54.99	80% off	Matches low
Jurassic World Evolution 2: Deluxe Edition	$23.49	$93.99	75% off	Matches low
Kerbal Space Program Enhanced Edition	$9.99	$39.99	75% off	Matches low
Kiss Or Kill	$1.37	$5.49	75% off	Lowest price $1.27 on 2022-9-6
Lara Croft	$2.99	$19.99	85% off	Matches low
Lies Of P	$55.99	$79.99	30% off	New Lowest
Like A Dragon Gaiden: The Man Who Erased His Name Deluxe Edition	$36.49	$72.99	50% off	New Lowest
Livelock	$1.79	$11.99	85% off	Matches low
Lone Wolf	$1.49	$14.99	90% off	Matches low
Lost In Random	$3.99	$39.99	90% off	Matches low
Lost Judgement, Judgment 2, Judgement 2	$19.99	$79.99	75% off	Lowest price $16.79 on 2023-10-17
Lost Judgment Season Pass	$16.44	$46.99	65% off	Matches low
Lost Odyssey	$8.24	$24.99	67% off	Lowest price $6.24 on 2022-7-12
M.a.c.e. Space Shooter	$4.54	$6.49	30% off	Lowest price $2.59 on 2021-8-24
Mable & The Wood	$3.79	$18.99	80% off	Matches low
Madden Nfl 24	$17.99	$89.99	80% off	Matches low
Mafia: Definitive Edition	$13.37	$53.49	75% off	Matches low
Mafia: Trilogy	$26.39	$79.99	67% off	Matches low
Marvel Vs. Capcom: Infinite	$9.99	$49.99	80% off	Matches low
Marvel Vs. Capcom: Infinite - Deluxe Edition	$14.99	$74.99	80% off	Matches low
Marvel's Guardians Of The Galaxy	$19.99	$79.99	75% off	Matches low
Marvel's Midnight Suns Enhanced Edition	$22.49	$89.99	75% off	Matches low
Marvel's Midnight Suns Legendary Edition	$35.99	$119.99	70% off	Lowest price $29.99 on 2024-5-14
Mass Effect Legendary Edition	$7.99	$79.99	90% off	Matches low
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I've been working on this game for years now, and now with the advent of ChatGPT and AIs, some things that I though was impossible are now possible, since I'm not a professional programmer. I've beem working on an action battle system for my game. I was using events, but it was extremely clunky and messy, so I opted for a script-wise system. So far, everything works ok, I get the range of all the weapons, the classes and variables, but after defining the range, the camera is now stuck in place and do not follow the character anymore.
I'm willing to hire a coder to fix and help implementing the system with all the needed aspects I'm planing, since this will be a comecially available project.
I'll send the script here if anyone is willing to help me out.

class Game_Player < Game_Character alias original_update update alias original_move_by_input move_by_input def update super if Input.press?(:A) enter_aiming_stance else leave_aiming_stance end move_by_input unless @aiming $game_map.update(false) center($game_player.x, $game_player.y) end def enter_aiming_stance @aiming = true puts "Entered aiming stance" rotate_player update_targeting if Input.trigger?(:C) fire_weapon end end def leave_aiming_stance @aiming = false puts "Left aiming stance" clear_targeting end def move_by_input if @aiming puts "Aiming - rotating player" rotate_player else puts "Not aiming - moving by input" original_move_by_input end end def rotate_player if Input.press?(:LEFT) puts "Rotating left" set_direction(4) # Left elsif Input.press?(:RIGHT) puts "Rotating right" set_direction(6) # Right elsif Input.press?(:UP) puts "Rotating up" set_direction(8) # Up elsif Input.press?(:DOWN) puts "Rotating down" set_direction(2) # Down end update_targeting if @aiming end def fire_weapon weapon = $game_party.leader.weapons[0] weapon_type = weapon.note.match(/<(\w+)>/)[1] rescue nil if weapon_type weapon_stats = fetch_weapon_stats(weapon_type) puts "Firing weapon: #{weapon_type}" puts "Power: #{weapon_stats[:min_damage]} - #{weapon_stats[:max_damage]}" puts "Accuracy: #{weapon_stats[:accuracy]}" puts "Stun: #{weapon_stats[:stun]}" # Add further logic for firing the weapon else puts "No weapon equipped or invalid weapon type." end end def fetch_weapon_stats(weapon_type) weapon_attributes = { "HG" => { min_damage: $game_variables[223], max_damage: $game_variables[224], capability: $game_variables[219], accuracy: $game_variables[225], stun: $game_variables[226] }, "SG" => { min_damage_close: $game_variables[227], max_damage_close: $game_variables[228], min_damage_far: $game_variables[229], max_damage_far: $game_variables[230], capability: $game_variables[220], accuracy: $game_variables[231], stun: $game_variables[232], range: $game_variables[233] }, "MG" => { min_damage: $game_variables[234], max_damage: $game_variables[235], capability: $game_variables[221], accuracy: $game_variables[236], stun: $game_variables[237] }, "RIF" => { min_damage: $game_variables[238], max_damage: $game_variables[239], capability: $game_variables[222], accuracy: $game_variables[240], stun: $game_variables[241] }, "KNF" => { min_damage: $game_variables[242], max_damage: $game_variables[243], stun: $game_variables[244] } } weapon_attributes[weapon_type] end def aiming? @aiming end def normal_speed 4 end def aiming_speed 2 end def moveto(x, y) super center(x, y) make_encounter_count vehicle.refresh if vehicle @followers.synchronize(x, y, direction) end def update_targeting clear_targeting range = calculate_targeting_range closest_enemy = find_closest_enemy(range) highlight_enemy(closest_enemy) if closest_enemy draw_targeting_range(range) end def clear_targeting # Clear previous targeting highlights and range display @targeted_enemy = nil @targeting_range_sprite.dispose if @targeting_range_sprite @highlight_sprite.dispose if @highlight_sprite end def calculate_targeting_range x, y = self.x, self.y range = [] case direction when 2 # Down (1..$game_map.height - y).each { i range.push([x - 1, y + i], [x, y + i], [x + 1, y + i]) } when 4 # Left (1..x).each { i range.push([x - i, y - 1], [x - i, y], [x - i, y + 1]) } when 6 # Right (1..$game_map.width - x).each { i range.push([x + i, y - 1], [x + i, y], [x + i, y + i]) } when 8 # Up (1..y).each { i range.push([x - 1, y - i], [x, y - i], [x + 1, y - i]) } end range.reject { coords wall_at?(*coords) } end def wall_at?(x, y) tile_id = $game_map.terrain_tag(x, y) tile_id == 63 # Assuming 63 is the terrain tag for walls end def find_closest_enemy(range) enemies_in_range = $game_map.events.values.select { event event.is_a?(Game_Enemy) && range.include?([event.x, event.y]) } enemies_in_range.min_by { enemy distance_to(enemy) } end def distance_to(enemy) (self.x - enemy.x).abs + (self.y - enemy.y).abs end def highlight_enemy(enemy) return unless enemy @highlight_sprite = Sprite.new @highlight_sprite.bitmap = Bitmap.new(32, 32) @highlight_sprite.bitmap.fill_rect(0, 0, 32, 32, Color.new(255, 0, 0, 128)) @highlight_sprite.x = enemy.screen_x @highlight_sprite.y = enemy.screen_y @targeted_enemy = enemy end def draw_targeting_range(range) @targeting_range_sprite = Sprite.new @targeting_range_sprite.bitmap = Bitmap.new($game_map.width * 32, $game_map.height * 32) range.each do (x, y) @targeting_range_sprite.bitmap.fill_rect(x * 32, y * 32, 32, 32, Color.new(255, 0, 0, 128)) end end def handle_action puts "Handling action" $game_map.interpreter.setup($game_map.events[nearest_event_id].list) if nearest_event_id end def nearest_event_id $game_map.events.keys.min_by { id distance_to($game_map.events[id]) } end end class Scene_Map < Scene_Base alias ml_abs_enemy_start start alias ml_abs_update update def start ml_abs_enemy_start setup_dummy_enemy end def setup_dummy_enemy event = $game_map.events[1] # Replace 1 with the actual event ID of your dummy enemy return if event.nil? dummy_enemy = Game_Enemy.new(event) puts "Enemy HP: #{dummy_enemy.hp}" puts "Enemy Damage: #{dummy_enemy.damage}" dummy_enemy.take_damage(50) puts "Enemy HP after taking damage: #{dummy_enemy.hp}" end def update ml_abs_update update_player_speed center($game_player.x, $game_player.y) end def update_player_speed if $game_player.aiming? $game_player.move_speed = $game_player.aiming_speed else $game_player.move_speed = $game_player.normal_speed end end end class Game_Enemy attr_accessor :hp, :damage def initialize(event) @event = event setup_enemy end def setup_enemy @hp = read_comment_tag("hp", 100) # Default HP 100 @damage = read_comment_tag("damage", 10) # Default damage 10 end def read_comment_tag(tag, default) comment = @event.list.select { command command.code == 108 command.code == 408 } .map { command command.parameters[0] } .join("\n") if comment =~ /<#{tag}: (\d+)>/ return $1.to_i else return default end end def take_damage(amount) @hp -= amount if @hp <= 0 die end end def die puts "Enemy defeated!" # Add additional logic for when the enemy dies (e.g., remove event from map) end end class Game_Map attr_accessor :events alias original_initialize initialize def initialize original_initialize @events = {} # Initialize the events hash to prevent nil errors end # Ensure events method is defined def events @events = {} end end 

So far, the two main issues are:
1- The camera does not follow the character anymore 2- If any methods that I use to make it follow the character, the method of definning the range of the weapons dealign from the playable character.
Any help is welcomed.

Hello for the 11th month in a row.
Disclaimer: Please note that this list is not exclusively phonk and includes related genres such as memphis revival and dungeon rap.
Here is my list of spotify artists who have less than 200 Monthly listeners, check out something new for me (Highlighted favorites)
<200:Eternal Ryodan, ODXN536, DJ Lordmindtrip, MORK, TONY TAKKER, mvp spenz, ACRYL64, STXCHE, KAZAMANE, BAKERSAGA, SICKPLAYA666, SAUCETRIPPY, DJ SHENRON, Svppy, Imperivm, No Show, B V N N $, FVNTVSY, mehkel, Saage., BUMPER BUTCHER, Fi$HSK*LE, $xmWFH, glaucoma, Zombie Murdaz, INBORN, CXLIN, FrquentC, INTER FACE, TVIKO$HERO, URSLOWER, dvnce, DEITYCLICK, nvmeless, Straight Outta Hell, ALPKCHW, SorryMane, MAIM, ruche1, SANJI, RendezVou$, 410GONE, грабь KACCу, Orochimane, Eust4che, JAMES HUSTLA, Wardless, 1999, DJ 7800, NORTHEAST FAM, CLONAZEMANE, DJ Zepes, CREATURE SECT, ESSS BEEE, DJ WAMY, MUDMANE, DJVNE, LXWKXXY, DIRSA, lvtrx, CERBERAMANE, YG'SKIES, CHOLOMANE, Ataroyl
<100: DJ Dark Masta, DJ STICKE, DVNTV$, DJ Bucketz, SPIRITUUM MALIGNUM, BAD Idea., RAINE R, THriste, DJ HELLA, XTRIPMANE, BLVS3D, Eastwest, YUNG $ILVERBACK, INDXX, Terrorflip, VLS, 12-Riot, TRILLAH JONES, sogakan, TMUT, Check Ya Technique, k v lt, MOB TIES, Tegnone, raigeki, SCARECROW MANIAC, Saint, Sanpura, SPANISH G, NO NAME PLUG, MOBB LORDS, Casadie, andrew, PRNYNG, betterthanlynn AK.HAZARD, Kind JoJo, $cary Mane, EuqSellKillah, Edd, DJ IMPALA, Cassettemane, DJ Naxxramus, LXBERTY MXTION, Abusemane, menø., KENNYSIX, sunderss, PLAYA DJEEZ, COMPTON WOOD, 4realsinjas, KRUSHA, STILLASAME, strqo, D.D.PRAMA G, DJ HAZY HAZE, L19u1d Playa DOOMASAC, TRENCHFOOT, CREESPXXFE, PUROHUE$$O, CRIMINAL SIDEMACK, Ekonoir,Beezy Flame, HXXDRICHMANE, DJ CIABERPUNK, DJ SLAYERMANE, CROSSPAIN, ARswisha, Young Horse, HIGHEST.HOMINID, Beats by Drake, caio4ever, JEFF.HRZ, DJ SOPIME, JONNY EUPHON, Matthew Franks, OLDYMANE, MALT, OG WOOD$IZE, Mista Mane, 2STRANGE, S2k, RXVIVAL, Thuggish Souljah, LITTLE RAVEN, DANKHVNK, mushout, Dimez, ONITEX HASSE, Gelato .45, MACK FROST, TripleSeven, DJ SXLuS, DEATH808, DAZED SQUAD, Runnin, EVILMA$K, WADE SHAPPER, Holysus, COPYBARAMANE, Prod. Geek, Vurzeh, MC $tack, DJ PANXS, SCHMONEY KID, HVCED, Floe Tos, ONIXMANE PLAYA, pvrple$$mxke2k, G-SVS, DJ Morphine, Yung l0rd, FUXKLOWK3Y, JR Beatz, BLANGO, Moolah, DJ FAITHLESS, BRING DA RUCKUZ, HYKIOS, Kamikoto SHINJI, Vedebe, Thoughtful, Mighty Bat, yvngcasket, LEAN MANE, TRAP WIZARRD, summersberry27, LUNATIC WU옷, $aibot Killah, COPYMANE, DJ Bxxmer 13, hotblaq, STILLMANE, Pure Ice, YUNG LABOR, PROD. VALKO, GANGSHI PLAYA, YOUNG$K8LXRD, DJ GARFILD, Felix Beats, KRISTOF, JOHNDOE, Kxrlxne, BEAMER MANE, K1NZE, COURSED DOLPHIN, Yogi Barrier, $ELLING DOPE, kobyy, DJAKIRA, Thrax808, DJ CHROMATIC, WESTSIDE KRYSIS, Skymane, DJ Teijo, kushgrvnd, K.R. TOB!N, 6kgun, DJ PLAYATENDO, GraveRobShawty, Propane Vincent, THUGGISH FRED, Sippin Lord, DEMONS MORGUE, FABIO GABBANA, 3DEMI, Rat, GARTIELMAN, CRXWLEX, MENACEOUTDAKUT, MEGATRONS REVENGE, MOBBSTONE, Kenshomafia, TOSEINA, DJ BUCKMANE, morgue, CLOUDYSKIES, PWS, GinGrey, SOULLESSBOI
Catch yall later this week with part 2, and the spotify spotlight, as well as a soundcloud report. Stay tuned :)

Main Assam se hoon, maine 1.5 saal JEE ke liye padha tha, but somehow first bura gaya.
Second attempt toh demotivation and boards ke chakkar main chala gaya.
JEE thik nhi ho saka, but somehow boards acche karke aye the.
BC jab results aya, I was shocked, mere 75 bhi nhi aya the, only 70, college didn't give free ke practical marks to me. (Btw I'm from state board)
Maine 90+ kara tha maths, even my good subject, but don't know how but bohot he kam aa gaye.
Mains jindegi main, aisa bura bakt nhi dekha.
Boards gaya, JEE gaya, even my friend who from CBSE got 90+ percentage and got a good percentile, even he got a very low percentile in first attempt infact lower then me.
Mere parents itne supportive nhi hain in sizo main, maine bola tha, 11 main coaching dalne ko, but tab Assam main yeh craze nhi tha, infact I'm from a village.
Toh sawal he paida nhi hota ke samjhenge. Jab mera jee kharab hua first attempt tb unlogone kaha koi baat nhi college ek jaise hote hain.
Aab kaise samjhao unhe.
Uske baat CUET, mere boards ke result ke 4 din baad.
Mera dil baith suka tha, main roo nhi paya, kisiko kuch share nhi kar saka.
Parents toh soch rahe hain, isne padhai nhi kee. But sachi main yaar, padha tha maine, mera coaching test main bhi acche marks aate the, mera ek personal mentor bhi tha.
Aaj tak GF nhi hain, dosto ke saath aaj tak masti nhi kee, koi social life nhi hain.
Pehle 2020 ke class 9 main marketing sikhta tha, coding ati thi mujhe, no one can imagine, from a little village from Assam, koi aisa soch bhi sakta hain.
After jab maine jee mains dia tha, tab se he, ek news sharing brand hain, millions main views aate hain.
Acche connections bhi hain, personal brand bhi hain, but somehow kuch kar nhi paa raha.
Class 11 ke pehle main, clients ke saath kam bhi kara tha.
Phir parents ne jabardasti bandh kada diya,, cuz here in Assam, isme koi future nhi hain, yeh unka manna hain,, aor usko support karne ke liye h Bhi hain log
Kuch supportive environment nhi hai.
Abhi socha raha hoon, yanha se chala jao, but again wob relatives and jo so called gyaani parents ko gyaan de rahe hain, college same hote hain.
Aare inko main kaise bataao,,, ke mujhe kuch alag field main jana hain, mujhe AI & ML sikhna hain (ho sake toh online he sikh lunga).
Koi meri baat soon he nhi raha.
Parso, papa ne ek local college main admission de diya,, woh bhi B.Sc main....aab kya batao main 😭
But mujhe cuet aor jee mains se, seat mil sakte hain....acche college main.
But wohi,, yanha logo ke pass itna market aor reality kaa gyaan nhi hain toh....jo dusre kar rahe hain woh hee karte hain.
Aab firse woh log,,,mera kaam main dakhil ho rahe hain, bata rahe hain,, yeh jo kar raha hain,,faltu ke hain saab...
Soch raha hoon, yadi college mil gayi, toh bhaag jao,, yanha se....
Literally rona aata hain,, but kisiko bol bhi nhi sakta...😭

Job Title	Company	Location	Country	Skills
Alternant - Support Data Analyst & IA (H/F)	Sanofi	Neuilly-sur-Seine	France	Tableau
Data Analyst H/F	Groupe Qérys	Le Haillan	France	SQL, ETL
GenAI Product Manager Lead (Hybrid)	Morgan Stanley	Montreal	Canada	Machine Learning
Machine Learning Engineer	Gecko Robotics	Boston	United States	Python, Machine Learning, PyTorch
Data Scientist (Analytics)	Philips	Bengaluru East	India	Machine Learning
Senior Data Engineer	Deutsche Bank	Pune	India	Machine Learning, ETL
Data Scientist	HP	Bengaluru	India	Python, SQL, AWS
Senior Data Engineer	Xebia	Amsterdam	Netherlands	Spark
Senior Machine Learning Engineer (Claims domain)	Prima	Italy	Italy	AWS, Machine Learning
Data Engineer F/H	Free-Work	Lille	France	Python, BigQuery
Data Engineer (Python, SQL, NoSQL) - Paris (F/H/X)	SwiftTalent	Paris	France	Python, SQL
Data Scientist - Clipchamp	Microsoft	Brisbane	Australia	Machine Learning, AWS, SQL
Senior Software & Data Engineer	Centrica Energy	Aalborg	Denmark	SQL, Kafka
Data Scientist - Outside IR35 Contract	ShareForce	London	United Kingdom	Machine Learning
Senior Data Scientist - Remote - Latin America	FullStack Labs	Brazil	Brazil	Business Intelligence, Modeling
Environmental Data Analyst (m/f/d)	Aroundtown	Berlin	Germany
Data Scientist, Supply Chain and Operations, Googl...	Google	Kirkland	United States	SQL, R, Python
Data Engineer Intern	DataSnipper	Amsterdam	Netherlands	Python, Java
Senior Machine Learning Engineer	Prima	Spain	Spain	AWS, Machine Learning
Data Scientist North	Ordina	Groningen	Netherlands	Python, Machine Learning, Deep Learning

Hey, here are 20 New Data Science, Data Engineering and Machine Learning jobs.
For more, check our Google sheet with more opportunities in Data Science and Machine Learning (updated each week) here
If you want to take some Data and ML courses, click here
Let me know if you have any questions. Cheers!