program.append(GenerateRandomInstruction()) 

1. Verification: Other nodes in the network verify the mined block by independently executing the RandomX hashing function and validating the transactions included in the block. Since the blockchain is DAG-based, nodes may need to traverse the DAG to verify the transactions' validity.

 cache[thread] = CreateCache(dataset) 

 for thread in mining_threads: // Select transactions to include in the block from the DAG selected_transactions = SelectTransactionsFromDAG() // Execute RandomX hashing function on cache and block data hash_result = RandomX(cache[thread], selected_transactions) // Check if hash result meets difficulty criteria if hash_result < target_difficulty: // Block successfully mined return hash_result 

 cache.append(dataset[RandomIndexInRange(0, len(dataset))]) // Randomly select dataset entries for cache return cache 

 cache[thread] = CreateCache(dataset) 

 for thread in mining_threads: // Select transactions to include in the block from the DAG selected_transactions = SelectTransactionsFromDAG(dag) // Execute RandomX hashing function on cache and block data hash_result = RandomX(cache[thread], selected_transactions) // Check if hash result meets difficulty criteria if hash_result < target_difficulty: // Block successfully mined return hash_result 

1. Shoot videos by batch, tbh if you post video by video expecting to hit it will be a really long grind, first video didn't work much, second same and third one did. All this was shot in 30min, maybe an other 30min for editing. ( Capcut, posted without scheduler)
   
2. I used the tactic from all the coaches you can find on instagram, comment "X" to get access to it.
   
3. Tested with and without subtitles, funny enough the one without subtitles but just the main keyword worked best.
   
4. Got inspired a lot by dropshipping videos, so try to give two hooks straight and printed a QR code on a paper so viewer would wonder what this paper does.
   
5. Did POV faceless style video in a different place than office, in my case it was a cafe, you wouldn't expect to be pitch a software from there.
   

• Original Pink Hoodie
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• CPU: Intel Core i3 10105F
• GPU: Nvidia GeForce RTX 3060 Ti
• Motherboard: MSI MPG Z490
• RAM: 32GB

• GIGABYTE - GS32QC - 32" VA Curved Gaming Monitor - QHD 2560x1440 - 165Hz/OC 170Hz - 1ms MPRT - AMD FreeSync Premium - HDMI, DP - Black - Newegg.com

• Amazon.com: AVACON 4K DisplayPort to HDMI 6 Feet Gold-Plated Cable, Uni-Directional DP 1.2 Computer to HDMI 1.4 Screen DisplayPort to HDMI Adapter Male to Male Black : Electronics

• Gigabyte GS27FC 27" 180 Hz Curved Gaming Monitor GS27FC US B&H (bhphotovideo.com)

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Anyone with a medical background How accurate is this?

1. Medicinal Plant Compounds:
   • Survivors could extract medicinal compounds from plants that have overgrown in the abandoned cities. Many plants have known healing properties and could be used to treat a variety of ailments¹.
2. Pharmaceuticals:
   • Any remaining pharmaceuticals could be salvaged and repurposed. However, their efficacy and safety would need to be carefully considered due to potential degradation over time.
3. Industrial Chemicals:
   • Certain industrial chemicals found in machinery or laboratories could have medicinal properties. For example, ethanol from industrial or research facilities could be used as a disinfectant.
4. Metals for Medical Tools:
   • Metals from machinery and buildings could be melted down and reshaped into medical tools such as scalpels, tweezers, and other surgical instruments.
5. Sewage as Fertilizer:
   • Treated sewage could be used as fertilizer to grow medicinal plants, creating a sustainable cycle of resource use.
6. Repurposing Vehicle Components:
   • Parts from vehicles could be used to build medical equipment. For example, car batteries might power makeshift medical devices, and lenses from vehicle lights could be used in medical diagnostics.
7. Building Materials for Clinics:
   • Concrete and other building materials could be used to construct clinics and hospitals where medical care can be provided.
8. Chemical Reagents:
   • Chemical reagents from abandoned laboratories could be used for medical testing and research to develop new treatments.

1. Ethanol: Commonly used as a solvent and cleaning agent, ethanol also serves as a disinfectant and antiseptic in medical settings¹.
2. Glycerol: Found in machinery as a lubricant, glycerol is used in pharmaceutical formulations to improve smoothness and provide lubrication¹.
3. Hydrogen Peroxide: Used for bleaching or cleaning in industrial settings, it’s also an effective antiseptic for treating wounds¹.
4. Acetic Acid: While used in the production of synthetic fibers and plastics, it has applications as an antifungal agent¹.
5. Isopropyl Alcohol: A solvent in manufacturing processes, it’s also used for disinfecting skin before injections¹.

• Abandoned Factories: Where machinery was once operated and maintained.
• Laboratories: Where research and testing were conducted.
• Hospitals: Which would have used these chemicals for medical purposes.
• Universities: In their science departments and research labs.
• Storage Facilities: Where chemicals were kept for industrial use.

1. Ethanol Extraction:
   • Ethanol could be extracted from alcoholic beverages or fermented materials. Distillation setups using basic equipment like pots, tubes, and heat sources could be improvised to purify ethanol.
2. Glycerol Recovery:
   • Glycerol is a byproduct of biodiesel production, which can be made from used cooking oils. It can also be recovered from soap-making processes.
3. Hydrogen Peroxide Production:
   • Hydrogen peroxide can be synthesized through various chemical reactions, including the electrolysis of water or by reacting barium peroxide with sulfuric acid, if available.
4. Acetic Acid (Vinegar):
   • Acetic acid can be obtained from the fermentation of fruit juices or other sugary solutions. The process would require oxygen and time for vinegar bacteria to convert ethanol into vinegar.
5. Isopropyl Alcohol:
   • Isopropyl alcohol can be found in cleaning products or medical supplies. It could also be synthesized through the hydration of propene, which might be sourced from fuel or chemical storage facilities.

• Milk: Used to produce yogurt, kefir, cheese, and other dairy products¹.
• Soybeans: Fermented to make soy sauce, miso, tempeh, and natto¹.
• Cabbage: Known for sauerkraut and kimchi².
• Fruits: Can be fermented into wines and ciders¹.
• Grains: Used in the production of beer, whiskey, and sourdough bread².
• Vegetables: Besides cabbage, other vegetables like carrots and cucumbers can be fermented to create pickles².

• Microbial Cellulose: Produced by bacteria during fermentation, microbial cellulose is used in the production of materials like bioplastics, textiles, and even electronics¹.
• Biofuels: Fermentation processes can produce biofuels such as ethanol and biodiesel from non-edible biomass like agricultural waste².
• Industrial Enzymes: Fermentation is used to produce enzymes for industrial applications, such as in detergents or for textile processing¹.
• Biopolymers: Some fermentation processes result in biopolymers that can be used for packaging, replacing traditional plastics².
• Fermented Olive Oil for Soap: Non-edible fermented olives can be used to produce high-quality natural soaps³.

• Industrial Alcohol: Fermented materials like molasses and grains were used to produce industrial alcohol, which could be used as a solvent or fuel¹.
• Biofuels: Fermentation processes were explored for producing biofuels from agricultural waste and non-edible biomass¹.
• Vinegar (Acetic Acid): While vinegar is edible, its higher concentrations obtained through fermentation were used for cleaning and other non-food purposes¹.
• Silage: Fermented plant matter used as animal feed, not suitable for human consumption¹.

Background Theme

• Getting branded by Priestess Gut and getting Loviatar's Love in at the Goblin Camp
• Saving the Nightsong (and Shadowheart) and forgoing the Spear of the Evening
• Becoming partial illithid in a quest for power
• In a moment of weakness, falling prey to the powers of Bhaal by becoming an Unholy Assassin at the Murder Tribunal, only to later realize that Sarevok and the tribunal must die.
• And finally rejecting Bhaal and giving up the dark urge powers.

Build Overview

• Focus on ranged fighting style, with enough stealth to dip in and out of battles solo, particularly against large groups like the Goblin Camp, in the Creche and the Gnolls
• Use flourishes, both ranged and melee to hit multiple targets in one round.
• Dual wielding hand crossbows early game.

• Titanstring with Sharpshooter and Gloves of Dexterity for ranged flourishes and multiple Bard attacks that came online at level 6.
• Dual wield shortswords like Knife of the Undermountain King for smites (starting at level 8 - SSB 6/Pal 2) and melee flourishes.

Leveling Guide & Feats

• Start at level 1 as a Bard with STR 8, DEX 17, CON 14, INT 8, WIS 10, CHA 16, and you should expect to respec at least once. Select Minor Illusion and Friends for Cantrips if doing a solo run, with a strong case to also be made for Mage Hand. If not for a solo, you have other options here. Longstrider is a key spell as well. For skills, optimize Persuasion (or Deception), Sleight of Hand, Stealth, and Performance, in that order. I chose Persuasion, Sleight of Hand and Stealth.
• At level 3, choose College of Swords. For spells, consider Invisibility, Cloud of Daggers (for some vital early AOE on a solo run), and Hold Person. You can also swap an existing spell slot here to get two of those three. Choose Two-Weapon Fighting for fighting style.
• At level 4, choose Sharpshooter for your first feat.

• At level 7, start with your first Paladin level. I chose Oath of Vengenance.
• At level 8, choose either Defense or Great Weapon Fighting as your fighting style. At this point in the game, I was playing with dual wielded shortswords with Knife of the Undermountain King as primary, but you could also play with Halberd of Vigilance, Mourning Frost or some other two handed weapon. Melee is less important still at this point, since we chose Sharpshooter as our first feat and primary fighting style. This is really about your secondary melee damage dealing, so whatever you prefer for the mid-game.

• At level 10, level 8 bard, grab the Great Weapons Master feat. By this time in the game, we have picked up Nyrulna and have a lot of spell slots for smites. This is where the melee part of this build really shines and starts to outpace the already amazing ranged archer. NOTE: If you chose Defense at level 8, respec to choose Great Weapon Fighting.

• At level 12, level 4 Paladin, get the Tavern Brawler feat and put your ability point in Constitution (kid of doesn't matter, I'll explain in a bit). I thought about getting Savage Attacker here for maximizing crits on smites, or even an ASI into Strength, but ultimately wanted the flexibility of using Nyrulna as a solid throwing option and I'm glad I did. I might go back and try the other two options at some point.

Gear Guide

• Ring of Protection* - Worn pretty much the entire game, best ring in the game IMO (don't @ me)
• Titanstring Bow* - the build revolves around this bow
• Doom Hammer* - Absolutely essential for any solo of Myrkul to prevent healing from Reaper's Reward ability.
• Amulet of Misty Step
• Gloves of Archery
• Crusher's Ring
• Haste Helm

• Gloves of Dexterity* - Essential to the build, worn throughout the game since the build was based on dumping DEX in the spec.
• DeathStalker's Mantle* - Durge item only, essential to the build to go invisible after a kill.
• Boots of Speed* - Worn pretty much throughout the game, I almost feel are essential for a solo run. These are top 3 items for me all game for any solo run.
• Periapt of Wound Closure* - Essential for me mid-game to have healing potions max heal. I wore throughout act 2.
• Club of Hill Giant Strength - This was essential before Gloves of Dex purchase
• Disintegrating Night Walkers
• Knife of the Undermountain King
• Mourning Frost
• Unseen Menace
• Caustic Band

• Risky Ring* - I wore this most of the game as well, with some situational exceptions
• Cloak of Protection* - This was swapped out situationally with the Deathstalker's Mantle throughout the game, really the only two cloaks I used.
• Darkfire Shortbow - used situationally for fire/cold resistance
• Killer's Sweetheart
• Helmet of Arcane Acuity - used surprisingly little, but had to mention

• Nyrulna* - Essential to the build, couldn't do this one without it unless you went full evil and did Shar's Spear of the Evening, but that goes against the theme here.
• Bhaalist Armor* - Essential to the build to get the smite damage maximized from Nyrulna.
• Sarevok's Horned Helmet*
• Helm of the Balduran*
• Amulet of Greater Health*
• Band of Mystic Scoundrel - used surprisingly little, but had to mention

• Sarevok's Helm
• Bhaalist Armor
• Cloak of Protection
• Boots of Speed
• Gloves of Dexterity
• Ring of Protection
• Risky Ring
• Amulet of Greater Health
• Nyrulna
• Titanstring Bow

Buffs and Enhancements

• Hag's Hair went to Strength - 17 base + 1 = 18 Strength
• Brand of the Absolute and Loviatar's Love
• Volo's Eye
• Necromancy of Thay, both buffs
• Awakened Illithid powers
• Potion of Everlasting Vigor - 18 STR + 2 = 20 Strength
• Partial Illithid, because flying!
• Githrazei Mind Barrier
• Arabella's Shadow Entanglement
• Tharacite Vigor
• Anointed in Splendor
• Statue of myself buff
• Mirror of Loss - 20 STR = 2 = 22 Strength

Other Misc Tactics and Potions