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Andrej Karpathy could have charged $10,000 for this course. He put it on YouTube. The man who built Tesla Autopilot from scratch. Co-founded OpenAI. Understands AI at a level most engineers at Google and Meta never reach. Sat down. Recorded 2 hours. No frameworks. No libraries. No shortcuts. Then dropped it for free. The gap between people who watch it this week and those who save it for later is not 2 hours. It is everything those 2 hours quietly unlock for the rest of your career.

Andrej Karpathy could have charged $10,000 for this course. He put it on YouTube. The man who built Tesla Autopilot from scratch. Co-founded OpenAI. Understands AI at a level most engineers at Google and Meta never reach. Sat down. Recorded 2 hours. No frameworks. No libraries. No shortcuts. Then dropped it for free. The gap between people who watch it this week and those who save it for later is not 2 hours. It is everything those 2 hours quietly unlock for the rest of your career.

517,670 Aufrufe • vor 2 Monaten

Richard Feynman (Nobel Prize physicist): "If you can't explain something in your own words, you don't understand it. You've just memorized it." This Obsidian and Claude learning system is built entirely around that principle. Every concept added to the vault is tested, connected, and scheduled for review automatically. Claude finds the connections your sequential reading brain misses and generates questions that require application, not memorization. Twice as fast. Built to actually last. Bookmark it before you lose it!

Richard Feynman (Nobel Prize physicist): "If you can't explain something in your own words, you don't understand it. You've just memorized it." This Obsidian and Claude learning system is built entirely around that principle. Every concept added to the vault is tested, connected, and scheduled for review automatically. Claude finds the connections your sequential reading brain misses and generates questions that require application, not memorization. Twice as fast. Built to actually last. Bookmark it before you lose it!

105,460 Aufrufe • vor 1 Monat

This Obsidian and Claude architecture charges nothing and removes the maintenance entirely. Obsidian stores everything as plain Markdown files. Claude Code points at the vault directory. No API integrations. No paid connectors. No configuration beyond a folder path. The gap between project management systems that get abandoned the moment life gets busy and a system that maintains itself from the notes you were already writing is not discipline or organizational skill. It is the architecture described in this article, and the afternoon it takes to build five markdown components that never need a status update meeting again.

This Obsidian and Claude architecture charges nothing and removes the maintenance entirely. Obsidian stores everything as plain Markdown files. Claude Code points at the vault directory. No API integrations. No paid connectors. No configuration beyond a folder path. The gap between project management systems that get abandoned the moment life gets busy and a system that maintains itself from the notes you were already writing is not discipline or organizational skill. It is the architecture described in this article, and the afternoon it takes to build five markdown components that never need a status update meeting again.

32,130 Aufrufe • vor 1 Monat

MOST AI INCOME RESETS TO ZERO EVERY MONTH. This model does not. AI workflow automation for service businesses produces retainers not one-time fees. Every client you add compounds the revenue instead of replacing the last payment. Six to eight clients. $3,000 to $5,000 per month. Built on a tool stack with free tiers sufficient to start without spending a dollar before your first client pays. No audience needed to start. Recurring revenue from day one of your first client. Follow NeilXbt for more AI income intelligence.

MOST AI INCOME RESETS TO ZERO EVERY MONTH. This model does not. AI workflow automation for service businesses produces retainers not one-time fees. Every client you add compounds the revenue instead of replacing the last payment. Six to eight clients. $3,000 to $5,000 per month. Built on a tool stack with free tiers sufficient to start without spending a dollar before your first client pays. No audience needed to start. Recurring revenue from day one of your first client. Follow NeilXbt for more AI income intelligence.

27,059 Aufrufe • vor 1 Monat

Andrej Karpathy just built GPT-2 from scratch on camera! Every line. Every component. Every optimization decision. Transformer blocks. Self-attention. MLP. Mixed precision. Flash Attention. AdamW. Distributed training across GPUs. 4 hours. Free. Not a lecture about how GPT-2 was built. The actual build. Running. Training. Evaluated against the original OpenAI checkpoints. The engineers who watch this do not just understand language models. They understand them at the level required to build the next one. The gap between using AI and being capable of building it is not a PhD program. It is 4 hours with the person who makes this look like something any determined engineer can do.

Andrej Karpathy just built GPT-2 from scratch on camera! Every line. Every component. Every optimization decision. Transformer blocks. Self-attention. MLP. Mixed precision. Flash Attention. AdamW. Distributed training across GPUs. 4 hours. Free. Not a lecture about how GPT-2 was built. The actual build. Running. Training. Evaluated against the original OpenAI checkpoints. The engineers who watch this do not just understand language models. They understand them at the level required to build the next one. The gap between using AI and being capable of building it is not a PhD program. It is 4 hours with the person who makes this look like something any determined engineer can do.

37,581 Aufrufe • vor 2 Monaten

9 prompt templates. 34 hours saved per week! Not a claim from a weekend experiment. A number pulled from thirty days of logged hours running manual processes side-by-side with automated ones and measuring the gap. The eight hours of work still happen. Nothing is being skipped. Competitive scans. Email triage. Meeting prep. Weekly status reports. Research. Content distribution. All of it runs in the background while you spend forty-seven minutes reviewing decisions instead of eight hours executing them. Nine templates. Verbatim. Ready to copy. Claude Cowork slash commands that trigger with one word and walk away. April logs versus May logs. The delta was thirty-four hours. Follow NeilXbt for more Claude Cowork builds backed by logged evidence.

9 prompt templates. 34 hours saved per week! Not a claim from a weekend experiment. A number pulled from thirty days of logged hours running manual processes side-by-side with automated ones and measuring the gap. The eight hours of work still happen. Nothing is being skipped. Competitive scans. Email triage. Meeting prep. Weekly status reports. Research. Content distribution. All of it runs in the background while you spend forty-seven minutes reviewing decisions instead of eight hours executing them. Nine templates. Verbatim. Ready to copy. Claude Cowork slash commands that trigger with one word and walk away. April logs versus May logs. The delta was thirty-four hours. Follow NeilXbt for more Claude Cowork builds backed by logged evidence.

17,239 Aufrufe • vor 1 Monat

The creator of Claude Code deleted his IDE in November 2024. In the last 30 days, 100% of his contributions were written by Claude Code. 259 PRs. His job is not prompting anymore. His job is writing loops that prompt Claude for him. Here is what that progression actually looks like: → stage 1: write code by hand with autocomplete → stage 2: run 5-10 claude sessions in parallel, prompt each one yourself → stage 3: write loops that prompt claude — you become the author, the model becomes a subroutine → the ralph loop (2025): bash one-liner, fixed anchor files, built a programming language for $297 → the 2026 loop: loops supervising loops, scheduling on infrastructure time, git-backed durable state → five building blocks: automations, durable state, validator split, loop orchestration, crash recovery Most developers are still in stage 2, prompting sessions by hand. The ones at stage 3 are writing the loops that do the prompting for them. Read this article to be ahead of the curve! Follow NeilXbt for more AI engineering intelligence that shows you exactly where the leverage moved and what building at that level actually looks like.

The creator of Claude Code deleted his IDE in November 2024. In the last 30 days, 100% of his contributions were written by Claude Code. 259 PRs. His job is not prompting anymore. His job is writing loops that prompt Claude for him. Here is what that progression actually looks like: → stage 1: write code by hand with autocomplete → stage 2: run 5-10 claude sessions in parallel, prompt each one yourself → stage 3: write loops that prompt claude — you become the author, the model becomes a subroutine → the ralph loop (2025): bash one-liner, fixed anchor files, built a programming language for $297 → the 2026 loop: loops supervising loops, scheduling on infrastructure time, git-backed durable state → five building blocks: automations, durable state, validator split, loop orchestration, crash recovery Most developers are still in stage 2, prompting sessions by hand. The ones at stage 3 are writing the loops that do the prompting for them. Read this article to be ahead of the curve! Follow NeilXbt for more AI engineering intelligence that shows you exactly where the leverage moved and what building at that level actually looks like.

10,429 Aufrufe • vor 18 Tagen

Skills bootcamps charge $15,000 for 6 months of learning that produces comfortable familiarity! This system is free and produces demonstrable competence at $150 per hour. Obsidian is the knowledge graph. Claude as the learning accelerator and skill tester. Six months divided precisely. Two months building the foundational concepts until they become automatic rather than effortful. Two months building portfolio pieces that prove the skill under real conditions. Two months positioning for premium rates and landing first clients. Bookmark this so you do not lose it!

Skills bootcamps charge $15,000 for 6 months of learning that produces comfortable familiarity! This system is free and produces demonstrable competence at $150 per hour. Obsidian is the knowledge graph. Claude as the learning accelerator and skill tester. Six months divided precisely. Two months building the foundational concepts until they become automatic rather than effortful. Two months building portfolio pieces that prove the skill under real conditions. Two months positioning for premium rates and landing first clients. Bookmark this so you do not lose it!

15,323 Aufrufe • vor 1 Monat

YOUR FIRST BRAIN FORGETS EVERYTHING. Your second brain does not have to. Claude connected to Obsidian is the closest thing to a permanent intelligence layer built on top of everything you have ever thought, read, or built. Your notes are not just stored. They are connected. Every idea linked to every related idea through a dynamic graph that reveals the shape of your thinking in real time. Claude reads your vault. Surfaces connections you forgot you made. Writes alongside your thinking instead of replacing it. Populates your knowledge base from research without polluting your original ideas. The setup takes one afternoon. What compounds after that takes years to fully appreciate. This is the complete guide to building it from scratch. Follow NeilXbt for more second brain and Claude builds. Credit to Ray Fu on TikTok for this!

YOUR FIRST BRAIN FORGETS EVERYTHING. Your second brain does not have to. Claude connected to Obsidian is the closest thing to a permanent intelligence layer built on top of everything you have ever thought, read, or built. Your notes are not just stored. They are connected. Every idea linked to every related idea through a dynamic graph that reveals the shape of your thinking in real time. Claude reads your vault. Surfaces connections you forgot you made. Writes alongside your thinking instead of replacing it. Populates your knowledge base from research without polluting your original ideas. The setup takes one afternoon. What compounds after that takes years to fully appreciate. This is the complete guide to building it from scratch. Follow NeilXbt for more second brain and Claude builds. Credit to Ray Fu on TikTok for this!

14,699 Aufrufe • vor 1 Monat

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