Rohit

@rohit4verse • 23,895 subscribers

Engineer who builds, solves, and ships | FullStack + Applied AI | Agentic AI |

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Anthropic's agent harness has a 823-line retry system. Your agent has try/catch. Most agent teams will spend 6 months discovering what's already sitting in Claude Code's source. I pulled apart all 331 modules so you don't have to.

Anthropic's agent harness has a 823-line retry system. Your agent has try/catch. Most agent teams will spend 6 months discovering what's already sitting in Claude Code's source. I pulled apart all 331 modules so you don't have to.

284,787 Aufrufe

karpathy moved his token budget from writing code to building a knowledge base. markdown files an llm writes and maintains for him. this masterclass builds yours in obsidian. claude briefs you at 6am, files notes at 8pm, links ideas at 11pm. the most complete build i've seen. start tonight.

karpathy moved his token budget from writing code to building a knowledge base. markdown files an llm writes and maintains for him. this masterclass builds yours in obsidian. claude briefs you at 6am, files notes at 8pm, links ideas at 11pm. the most complete build i've seen. start tonight.

25,496 Aufrufe

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Anthropic's CEO: "coding is going away first. then all of software engineering." the 5% that survives? systems thinking. 3 months ago I published 5 projects for this exact moment. 21K bookmarked it. not syntax. orchestration. harness. memory. edge inference.

Anthropic's CEO: "coding is going away first. then all of software engineering." the 5% that survives? systems thinking. 3 months ago I published 5 projects for this exact moment. 21K bookmarked it. not syntax. orchestration. harness. memory. edge inference.

2,019,563 Aufrufe • vor 3 Monaten

Anthropic CEO: "we got seven more months." the bet was a $1B one-person company by end of 2026. two-person AI companies already crossed $1B, one-person companies are past several hundred million. not everyone can make a $1B company. but a $10K MRR AI agent company is on the table. this guy dropped the exact roadmap. Bookmark this and start this weekend.

Anthropic CEO: "we got seven more months." the bet was a $1B one-person company by end of 2026. two-person AI companies already crossed $1B, one-person companies are past several hundred million. not everyone can make a $1B company. but a $10K MRR AI agent company is on the table. this guy dropped the exact roadmap. Bookmark this and start this weekend.

1,030,888 Aufrufe • vor 2 Monaten

Anthropic president Daniela Amodei just said AI has replaced almost no jobs in 2026. she's counting the jobs AI takes. nobody's counting the five hires a founder used to make and now skips. you don't fire a seat you never opened. a seed round used to fund those five people. now one person fills all five. i mapped this stack six weeks before she said it, and the post above did 3.3M views.

Anthropic president Daniela Amodei just said AI has replaced almost no jobs in 2026. she's counting the jobs AI takes. nobody's counting the five hires a founder used to make and now skips. you don't fire a seat you never opened. a seed round used to fund those five people. now one person fills all five. i mapped this stack six weeks before she said it, and the post above did 3.3M views.

410,764 Aufrufe • vor 1 Monat

Jensen Huang just said the quiet part loud: "people are teaching their Claudes to go look for jobs and make money" the agent economy isn't coming. it's being sold right now. this guy listed 5 niches you can ship into this weekend. ↓ read this today

Jensen Huang just said the quiet part loud: "people are teaching their Claudes to go look for jobs and make money" the agent economy isn't coming. it's being sold right now. this guy listed 5 niches you can ship into this weekend. ↓ read this today

720,914 Aufrufe • vor 2 Monaten

Boris Cherny created Claude Code. he thinks IDEs are dead by end of year. This is a 28-minute masterclass on how Anthropic uses it internally. I wrote 5 pipelines you can sell with it. none of them are coding.

Boris Cherny created Claude Code. he thinks IDEs are dead by end of year. This is a 28-minute masterclass on how Anthropic uses it internally. I wrote 5 pipelines you can sell with it. none of them are coding.

652,137 Aufrufe • vor 3 Monaten

The best programmers don't write code anymore. They write a spec. A test. An eval. T Then they turn the AI on and walk away for hours. It runs. It ships. They review. Evals are the unlock most devs are sleeping on. Here's how top agent teams build them right.

The best programmers don't write code anymore. They write a spec. A test. An eval. T Then they turn the AI on and walk away for hours. It runs. It ships. They review. Evals are the unlock most devs are sleeping on. Here's how top agent teams build them right.

690,904 Aufrufe • vor 3 Monaten

>be Naval Ravikant >spawn in New Delhi >poor immigrant family >father leaves shortly after they land in Queens, New York >mother works menial jobs by day, night school after >age 9, alone in a country you don't understand >no friends >no safety net >no connections >the library becomes your entire world >get into Stuyvesant High School >yes, that Stuyvesant >the public school that produced four Nobel laureates >one entrance exam changes the trajectory of your life >go from blue collar to white collar in a single move >graduate and land Dartmouth >double major >computer science and economics >pay your way through by washing dishes, delivering newspapers, tutoring, fixing computers >move to Silicon Valley with nothing but a degree and a bet on yourself >join Geneia@home Network >watch a $20 billion company go to zero in the dot-com crash >work on Intrinsic Graphics >the thing that eventually becomes Google Earth >co-found Epinions in 1999 >a consumer review site before Yelp and TripAdvisor existed >raise $45 million in venture capital >get screwed by your own co-founder and VCs >they hide the company's real value during a merger >the company IPOs at $750 million >you walk away with $0 >not a typo >zero >sue Benchmark Capital and August Capital >everyone in Silicon Valley calls you radioactive >one VC tells the press you'll never work in the valley again >settle the case >learn the game from the inside out >instead of quitting, you decide to rewrite the rules >start Venture Hacks in 2007 >a blog that tears the veil off VC term sheets >give founders the playbook that VCs never wanted them to have >launch a $20 million fund called Hit Forge >back Twitter before anyone cares >back Uber before anyone believes >back Stack Overflow, Notion, Postmates, Opendoor, Yammer >turn Venture Hacks into AngelList in 2010 >50 angel investors >$80 million committed in year one >100 new startups signing up per day >build the for founders and investors >do what LinkedIn tried and failed to do >actually get people to transact >realize US securities law is blocking everything >fly to Washington DC >spend six months lobbying Congress >rally 5,000 investors and entrepreneurs for an online petition >call in 100 favors >get the JOBS Act signed into law by Barack Obama in 2012 >single-handedly open startup investing to ordinary Americans >the entire equity crowdfunding industry exists because of this >AngelList hits $4 billion valuation >over $3.5 billion invested through the platform >200+ unicorns funded >spin off Product Hunt, Republic, CoinList >companies like Neuralink and Rippling get backed through your Spearhead fund >co-found MetaStable Capital in 2014 >a crypto hedge fund backed by Andreessen Horowitz and Sequoia >bet on Bitcoin and Ethereum before it's fashionable >earn a penny on every Uber ride taken on the planet >invest in 200+ companies across your career >drop a 40-tweet storm on May 31, 2018 >"How to Get Rich (without getting lucky)" >it goes more viral than most product launches >turns into a podcast series, then a global movement >Eric Jorgenson compiles your tweets and interviews into The Almanack of Naval Ravikant >it becomes a perennial bestseller >you didn't even write the book >your ideas were so good someone else did it for you >go on Joe Rogan, Tim Ferriss, Shane Parrish, Chris Williamson >every episode becomes a top-10 all-time listen >millions of people re-read your tweets like scripture >you become the most quoted man on the internet who isn't dead >launch Airchat in 2023 >voice-first social media with AI transcription >because you think text-only platforms made us forget humans can get along >here is what Naval actually taught the world >you're not going to get rich renting out your time >own equity or stay a renter forever >specific knowledge is the stuff that feels like play to you but looks like work to others >leverage is a force multiplier for your judgment >code and media are permissionless leverage >you don't need anyone's approval >10,000 iterations is not 10,000 repetitions >one is mastery, the other is a treadmill >if you can't decide, the answer is no >when two choices look equal, pick the harder one short term >stress is an inability to decide what's important >desire is a contract you make with yourself to be unhappy until you get what you want >inspiration is perishable >act on it immediately >the three big decisions: what you do, where you live, who you're with >people spend years optimizing careers but pick partners and cities on autopilot >not optimizing for wealth >optimizing for sovereignty >win the game fast enough that you get to stop playing

>be Naval Ravikant >spawn in New Delhi >poor immigrant family >father leaves shortly after they land in Queens, New York >mother works menial jobs by day, night school after >age 9, alone in a country you don't understand >no friends >no safety net >no connections >the library becomes your entire world >get into Stuyvesant High School >yes, that Stuyvesant >the public school that produced four Nobel laureates >one entrance exam changes the trajectory of your life >go from blue collar to white collar in a single move >graduate and land Dartmouth >double major >computer science and economics >pay your way through by washing dishes, delivering newspapers, tutoring, fixing computers >move to Silicon Valley with nothing but a degree and a bet on yourself >join Geneia@home Network >watch a $20 billion company go to zero in the dot-com crash >work on Intrinsic Graphics >the thing that eventually becomes Google Earth >co-found Epinions in 1999 >a consumer review site before Yelp and TripAdvisor existed >raise $45 million in venture capital >get screwed by your own co-founder and VCs >they hide the company's real value during a merger >the company IPOs at $750 million >you walk away with $0 >not a typo >zero >sue Benchmark Capital and August Capital >everyone in Silicon Valley calls you radioactive >one VC tells the press you'll never work in the valley again >settle the case >learn the game from the inside out >instead of quitting, you decide to rewrite the rules >start Venture Hacks in 2007 >a blog that tears the veil off VC term sheets >give founders the playbook that VCs never wanted them to have >launch a $20 million fund called Hit Forge >back Twitter before anyone cares >back Uber before anyone believes >back Stack Overflow, Notion, Postmates, Opendoor, Yammer >turn Venture Hacks into AngelList in 2010 >50 angel investors >$80 million committed in year one >100 new startups signing up per day >build the for founders and investors >do what LinkedIn tried and failed to do >actually get people to transact >realize US securities law is blocking everything >fly to Washington DC >spend six months lobbying Congress >rally 5,000 investors and entrepreneurs for an online petition >call in 100 favors >get the JOBS Act signed into law by Barack Obama in 2012 >single-handedly open startup investing to ordinary Americans >the entire equity crowdfunding industry exists because of this >AngelList hits $4 billion valuation >over $3.5 billion invested through the platform >200+ unicorns funded >spin off Product Hunt, Republic, CoinList >companies like Neuralink and Rippling get backed through your Spearhead fund >co-found MetaStable Capital in 2014 >a crypto hedge fund backed by Andreessen Horowitz and Sequoia >bet on Bitcoin and Ethereum before it's fashionable >earn a penny on every Uber ride taken on the planet >invest in 200+ companies across your career >drop a 40-tweet storm on May 31, 2018 >"How to Get Rich (without getting lucky)" >it goes more viral than most product launches >turns into a podcast series, then a global movement >Eric Jorgenson compiles your tweets and interviews into The Almanack of Naval Ravikant >it becomes a perennial bestseller >you didn't even write the book >your ideas were so good someone else did it for you >go on Joe Rogan, Tim Ferriss, Shane Parrish, Chris Williamson >every episode becomes a top-10 all-time listen >millions of people re-read your tweets like scripture >you become the most quoted man on the internet who isn't dead >launch Airchat in 2023 >voice-first social media with AI transcription >because you think text-only platforms made us forget humans can get along >here is what Naval actually taught the world >you're not going to get rich renting out your time >own equity or stay a renter forever >specific knowledge is the stuff that feels like play to you but looks like work to others >leverage is a force multiplier for your judgment >code and media are permissionless leverage >you don't need anyone's approval >10,000 iterations is not 10,000 repetitions >one is mastery, the other is a treadmill >if you can't decide, the answer is no >when two choices look equal, pick the harder one short term >stress is an inability to decide what's important >desire is a contract you make with yourself to be unhappy until you get what you want >inspiration is perishable >act on it immediately >the three big decisions: what you do, where you live, who you're with >people spend years optimizing careers but pick partners and cities on autopilot >not optimizing for wealth >optimizing for sovereignty >win the game fast enough that you get to stop playing

486,714 Aufrufe • vor 3 Monaten

Roy lee(Cluely CEO) at NYU offered $500 cash to anyone in the room who had ever shipped a project on linkedin. almost nobody qualified. most engineers in 2026 are still in that room. Don't be that engineer. Pick a project from the 2026 ai engineer roadmap, build this weekend. publish by next.

Roy lee(Cluely CEO) at NYU offered $500 cash to anyone in the room who had ever shipped a project on linkedin. almost nobody qualified. most engineers in 2026 are still in that room. Don't be that engineer. Pick a project from the 2026 ai engineer roadmap, build this weekend. publish by next.

365,821 Aufrufe • vor 2 Monaten

SaaS is dead. Anthropic's CEO said it on camera. So who survives? The people who own the workflow layer that ate it. I wrote the build path for that pivot in January. Bookmarks went from 5k to 27K while everyone argued whether he meant it literally. 5 projects. Beginner to master. Read it before the wrapper crowd catches up.

SaaS is dead. Anthropic's CEO said it on camera. So who survives? The people who own the workflow layer that ate it. I wrote the build path for that pivot in January. Bookmarks went from 5k to 27K while everyone argued whether he meant it literally. 5 projects. Beginner to master. Read it before the wrapper crowd catches up.

318,218 Aufrufe • vor 2 Monaten

An L8 Principal Engineer at Meta shared his agentic workflow, chapter by chapter: Most agent stack posts talks about models and prompts. He shows the operating system around the model: 09:21 - Choosing agent harnesses 11:24 - Global and project memory 16:12 - Skills, and when they backfire 28:29 - Validating without becoming the bottleneck 33:12 - Long-running tasks with stop conditions 36:20 - Worktrees and parallel agents The real upgrade is not a better prompt. It is learning to run the crew like a captain.

An L8 Principal Engineer at Meta shared his agentic workflow, chapter by chapter: Most agent stack posts talks about models and prompts. He shows the operating system around the model: 09:21 - Choosing agent harnesses 11:24 - Global and project memory 16:12 - Skills, and when they backfire 28:29 - Validating without becoming the bottleneck 33:12 - Long-running tasks with stop conditions 36:20 - Worktrees and parallel agents The real upgrade is not a better prompt. It is learning to run the crew like a captain.

33,962 Aufrufe • vor 7 Tagen

Borris Cherny the creator of Claude Code doesn't write code. He doesn't even talk to Claude. He runs one Claude that prompts the rest. He drops it like a throwaway, but that's the whole game now. You stop being the worker and become the one who runs them. ↓read this today to master multi-agent system

Borris Cherny the creator of Claude Code doesn't write code. He doesn't even talk to Claude. He runs one Claude that prompts the rest. He drops it like a throwaway, but that's the whole game now. You stop being the worker and become the one who runs them. ↓read this today to master multi-agent system

204,559 Aufrufe • vor 1 Monat

I thought I was a Claude Code power user. Then the creator of Claude Code(Boris Cherny) dropped this thread and I realized I've been using maybe 30% of the tool. >Scheduled automation loops. >Hooks into the agent lifecycle. >Git worktree parallelism. >Fan-out across hundreds of agents at once. >Coding by voice. This thread is mandatory reading if you're building with it.

I thought I was a Claude Code power user. Then the creator of Claude Code(Boris Cherny) dropped this thread and I realized I've been using maybe 30% of the tool. >Scheduled automation loops. >Hooks into the agent lifecycle. >Git worktree parallelism. >Fan-out across hundreds of agents at once. >Coding by voice. This thread is mandatory reading if you're building with it.

412,974 Aufrufe • vor 3 Monaten

Anthropic's CEO: "coding is going away first. then all of software engineering." he's right. the same wave that ends employees funds builders. solo builders get funded. the first one-person billion dollar company ships in 24 months. 0.03% of humans pay for AI today. 99.97% is untouched market. this decade does not reward job titles. it rewards builders. this guy just shipped the builder's guide. the playbook for the company you're about to start.

Anthropic's CEO: "coding is going away first. then all of software engineering." he's right. the same wave that ends employees funds builders. solo builders get funded. the first one-person billion dollar company ships in 24 months. 0.03% of humans pay for AI today. 99.97% is untouched market. this decade does not reward job titles. it rewards builders. this guy just shipped the builder's guide. the playbook for the company you're about to start.

266,321 Aufrufe • vor 2 Monaten

this is how the founder of obsidian actually takes notes in his own app. most users get this wrong. barely any folders. heavy internal linking. categories live as properties on the note itself. article below teaches how to build personal knowledge base. video above is the underrated masterclass.

this is how the founder of obsidian actually takes notes in his own app. most users get this wrong. barely any folders. heavy internal linking. categories live as properties on the note itself. article below teaches how to build personal knowledge base. video above is the underrated masterclass.

231,960 Aufrufe • vor 2 Monaten

OpenAI staff engineer Ryan Lopopolo banned his team from touching their editors. his thesis: code is free. context, guardrails, and feedback loops are the moat. I wrote 8,000 words on how to build that harness. this is the playbook.

OpenAI staff engineer Ryan Lopopolo banned his team from touching their editors. his thesis: code is free. context, guardrails, and feedback loops are the moat. I wrote 8,000 words on how to build that harness. this is the playbook.

308,683 Aufrufe • vor 3 Monaten

LangChain's co-founder: "memory can be a real moat." the architecture that builds this? four markdown files and a cron job. someone open sourced the full stack. memory layers, self-rewriting skills, a dream cycle that runs at 3am. yes, you should read every word of this.

LangChain's co-founder: "memory can be a real moat." the architecture that builds this? four markdown files and a cron job. someone open sourced the full stack. memory layers, self-rewriting skills, a dream cycle that runs at 3am. yes, you should read every word of this.

220,096 Aufrufe • vor 3 Monaten

a16z just dropped the billion-dollar opportunities in AI for 2026. three partners. three theses. same underlying bet. Marc Andrusko: the prompt box is dying. next-gen apps observe what you're doing and act on your behalf. TAM shifted from $ 400B software spend to $ 13T labor spend. market got 30x bigger. Stephanie Zhang: stop designing for humans. start designing for agents. agents read every word on the page. visual hierarchy stops mattering. GEO is the new SEO. Olivia Moore: voice agents ate the phone in 2025. healthcare, banking, recruiting, 911 calls. voice AI beats humans on compliance every single time. some companies now slow their agents down to sound human. every thesis converges on the same layer. the harness around the model is where the leverage compounds. full breakdown of how the shift happened below.

a16z just dropped the billion-dollar opportunities in AI for 2026. three partners. three theses. same underlying bet. Marc Andrusko: the prompt box is dying. next-gen apps observe what you're doing and act on your behalf. TAM shifted from $ 400B software spend to $ 13T labor spend. market got 30x bigger. Stephanie Zhang: stop designing for humans. start designing for agents. agents read every word on the page. visual hierarchy stops mattering. GEO is the new SEO. Olivia Moore: voice agents ate the phone in 2025. healthcare, banking, recruiting, 911 calls. voice AI beats humans on compliance every single time. some companies now slow their agents down to sound human. every thesis converges on the same layer. the harness around the model is where the leverage compounds. full breakdown of how the shift happened below.

195,379 Aufrufe • vor 2 Monaten

Andrej Karpathy at YC AI Startup School: "build Iron Man suits, not Iron Man robots." i've been watching builders ship and builders stall. the shippers are still coding. they wear the suit. they direct a team of agents and the keys stay in their hands. the stalled ones became the robot. they only prompt now. the muscle that catches when the model is wrong has gone quiet. there is no neutral way to use AI. you either get sharper or you get hollower. most are getting hollower and won't notice till the chat won't open. how to stay in the first group, inside:

Andrej Karpathy at YC AI Startup School: "build Iron Man suits, not Iron Man robots." i've been watching builders ship and builders stall. the shippers are still coding. they wear the suit. they direct a team of agents and the keys stay in their hands. the stalled ones became the robot. they only prompt now. the muscle that catches when the model is wrong has gone quiet. there is no neutral way to use AI. you either get sharper or you get hollower. most are getting hollower and won't notice till the chat won't open. how to stay in the first group, inside:

156,857 Aufrufe • vor 2 Monaten

anthropic's own team runs internal claude code skills nobody outside has access to. verify. skillify. ddup. tech-debt. every repeat task is a one-line trigger for them. i wrote the complete guide to building your own. read it. 100x your workflow.

anthropic's own team runs internal claude code skills nobody outside has access to. verify. skillify. ddup. tech-debt. every repeat task is a one-line trigger for them. i wrote the complete guide to building your own. read it. 100x your workflow.

183,439 Aufrufe • vor 3 Monaten

Sam Altman said on camera at Stripe Sessions that we are in an insane area, stuck with old devices and old operating systems. The OS and the browser are built for humans clicking. Both get rewritten around agents that do not click. Two years deep building agents. Sharpest framing I have heard a frontier lab CEO put on the next interface. ↓ Read it before the gap locks in The part nobody is sitting with: >the chat window is the old interface >the new one is an agent in a loop with your machine >the gap between people prompting and people running agents is forming right now >in six months it will be permanent Open Claude, type a question, copy the answer, paste it into VS Code. The average dev runs this loop every day. They think they are using AI. That is 5% of what these tools can do. The people pulling ahead do not prompt. They build harnesses. They run agents in loops. Same model. Different output. Full 2026 agent playbook in the article below here:

Sam Altman said on camera at Stripe Sessions that we are in an insane area, stuck with old devices and old operating systems. The OS and the browser are built for humans clicking. Both get rewritten around agents that do not click. Two years deep building agents. Sharpest framing I have heard a frontier lab CEO put on the next interface. ↓ Read it before the gap locks in The part nobody is sitting with: >the chat window is the old interface >the new one is an agent in a loop with your machine >the gap between people prompting and people running agents is forming right now >in six months it will be permanent Open Claude, type a question, copy the answer, paste it into VS Code. The average dev runs this loop every day. They think they are using AI. That is 5% of what these tools can do. The people pulling ahead do not prompt. They build harnesses. They run agents in loops. Same model. Different output. Full 2026 agent playbook in the article below here:

120,600 Aufrufe • vor 2 Monaten