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THE GUY WHO WON ANTHROPIC'S HACKATHON JUST GAVE AWAY HIS ENTIRE CLAUDE CODE PLAYBOOK FOR FREE. 10 MONTHS OF WORK, ALL PUBLIC Affaan Mustafa won the Anthropic x Forum Ventures hackathon by building a full startup in 8 hours with Claude Code. Then he open-sourced the exact setup that...

820,781 次观看 • 5 个月前 •via X (Twitter)

37 条评论

Shubh Thorat 的头像
Shubh Thorat5 个月前

one hackathon winner's actual playbook beats 10 "how to use AI" courses. people who ship > people who explain

Yarchi 的头像
Yarchi5 个月前

totally agree

Kevin Johnson 的头像
Kevin Johnson5 个月前

This is total BS. He did not build a full working startup in 8 hours. Where was the income or the seed capital? If no direct economic value is created then it is called a demo. To be blunt; since the award was by Anthopic the award is called a marketing stunt.

Yotam Blumenkranz 的头像
Yotam Blumenkranz5 个月前

that's the move right there. building in public, shipping fast, then giving the playbook away so everyone else can ship faster too. that's how you actually move the needle instead of gatekeeping a win.

linie 的头像
linie5 个月前

he saved years for some people with this move what a hero

Yarchi 的头像
Yarchi5 个月前

he is real legend alive

Priyanka 的头像
Priyanka5 个月前

Most will scroll past. Fewer will read the thread. Even fewer will click the repo. A tiny fraction will actually install it, experiment, and ship faster. That last group? Their output compounds. Their careers accelerate. They build the stuff the rest just tweet about. Affaan dropped 10 months of battle-tested Claude engineering (subagents for security, memory, planning, reviews — the full team) for free after winning Anthropic’s hackathon. This is one of those rare “actually changes how you work” drops. Repo: (or everything-claude-code) Don’t just bookmark. Try one workflow today. The gap between readers and doers has never been wider — or more valuable.

Dr. Rick Barnett, PsyD 😊 的头像
Dr. Rick Barnett, PsyD 😊5 个月前

@grok if i have Claude Code, what do i input into Claude code for this open source set up? But first, if it is Repo: affaan-m/ecc then what should i expect will happen?

Shubham Sharma | AI & Tech 的头像
Shubham Sharma | AI & Tech5 个月前

This is total BS. He did not build a full working startup in 8 hours. Where was the income or the seed capital? If no direct economic value is created then it is called a demo. To be blunt; since the award was by Anthopic the award is called a marketing stunt.

EliaAlberti 的头像
EliaAlberti5 个月前

The very Last Thing you want to do is to start working with Claude Code using not only somebody’s else work but a system with quote “huge library of skills, dozens of subagents” Which you won’t neither fully understand nor know what they’re doing at any given time. Start small

Vlad Nemyrovskyi 的头像
Vlad Nemyrovskyi5 个月前

the memory optimization subagent is the real MVP here, claude forgetting context mid-project is the most frustrating thing

Gipp 🦅 的头像
Gipp 🦅5 个月前

It's cool that he doesn't charge for it

Yarchi 的头像
Yarchi5 个月前

yess

m0h 的头像
m0h5 个月前

I think he won anthropic API credits though

Gregor 的头像
Gregor5 个月前

not sure a hackathon setup translates to real product work, 8 hours optimizes for demo not for the week-3 regression you can't explain. has anyone seen this playbook tested outside the hackathon context?

Kunal Nihalani 的头像
Kunal Nihalani5 个月前

This isn’t another prompt pack. ECC turns Claude into a real dev team: • Security subagent (OWASP) • Memory agent that doesn’t forget at hour 3 • Planner + TDD + reviewer agents One main Claude delegates like a lead engineer. Refined over 10 months, battle-tested in a hackathon startup build. MIT license. Works in Claude Code, Cursor, etc. Stop yelling at one intern. Run a squad. Repo: Most will bookmark. Smart ones ship.

Helex 的头像
Helex5 个月前

Installing it means giving it PreToolUse hooks that intercept and log every Bash/Write/Edit you make ("continuous learning" +"governance capture"). The capture appears local, but it's a large attack/telemetry surface — worth auditing scripts/hooks/ yourself before running it

Nithin Joseph 的头像
Nithin Joseph5 个月前

The shift isn't from one AI model to another. It's from using AI for individual tasks to building systems that retain context, knowledge, and workflows. When learning compounds, productivity becomes a byproduct rather than the goal.

Tejas AI 的头像
Tejas AI5 个月前

Most people drop hype threads or $99 prompt packs. This guy actually shipped real stuff for 10 months, won a hackathon with it, then open-sourced the whole system. The subagent + memory + skill architecture is the direction serious Claude Code users are moving toward anyway. Having one well-maintained public reference instead of everyone reinventing the wheel is genuinely helpful. That said, these “entire engineering team” setups still require significant tweaking and oversight to work reliably on complex, long-running projects. The hackathon demo probably looked a lot cleaner than day-to-day usage.

Truntr 的头像
Truntr5 个月前

Building a full-fledged startup in 8 hours is the best proof that the era of "just coding" is over. Now the architecture and the ability to conduct agents decide. Having a ready-made free template for Claude Code or Cursor that does not lose memory and checks security on the fly is pure cheat code. Definitely bookmarked.

Argona 的头像
Argona5 个月前

thanks for sharing , I was just looking for something interesting for my agents

Flores4Mcc 的头像
Flores4Mcc5 个月前

You’re blessed for dropping this for free @tommydansy please check it out, you might need

Corporate Stories 的头像
Corporate Stories5 个月前

Amazing

Rufus.eth 的头像
Rufus.eth5 个月前

This dude is firing thousands of people live on air 😭

BigA 的头像
BigA5 个月前

@threadreaderapp unroll

✊🏿✊🏾✊🏽✊🏼BLalwaysMattr‼️ 的头像
✊🏿✊🏾✊🏽✊🏼BLalwaysMattr‼️5 个月前

👀

Sandeep Pathak 的头像
Sandeep Pathak5 个月前

Why care? Just use gstack!

SOP | AI Agent Builder 的头像
SOP | AI Agent Builder5 个月前

Turning Claude into an orchestrated team with specialized subagents and memory that prevents forgetting mid-project is exactly how you stop treating it like autocomplete. The setups that actually ship consistently are the ones where that team keeps its shared memory and delegation logic alive across different days and codebases so you don't lose the accumulated context every time you start a new session.

孙同学玩AI 的头像
孙同学玩AI5 个月前

这个用了,确实不错

JA Lookout 的头像
JA Lookout5 个月前

@grok please summarize

Naveen 的头像
Naveen4 个月前

Affaan's move is either genius or a cry for help, either way it's a great catalyst to ta lk about what actually works with Claude Code, like the new opus 4.8 updates.

slash1s 的头像
slash1s5 个月前

wow never heard about him

安叫兽|Bird🕊️ 🔶 BNB 的头像
安叫兽|Bird🕊️ 🔶 BNB5 个月前

这手册估计比项目本身还值钱了

AI Mastery Guide 的头像
AI Mastery Guide5 个月前

10 months of daily use shipping real products and he just handed it to the internet for free. The repo is getting cloned thousands of times right now guaranteed

book or technique 的头像
book or technique5 个月前

That's some serious work. Mad respect. What can't Claude do these days? The engineering crew's getting an upgrade. Who’s trying this setup out first?

Ayzha Monroe 的头像
Ayzha Monroe5 个月前

The concept of turning Claude into a full team of office workers completely changes how I view AI workflows.

T_Khanh2026.eth 🐬TermMax 的头像
T_Khanh2026.eth 🐬TermMax5 个月前

Open sourcing a full setup like this quietly resets expectations for everyone who ships

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