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femto

@femtowin

creator of minion framework, metagpt contributor,mem0 contributor, smolagents contributor

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11.12.2024
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Latest posts by femto @femtowin

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GitHub - femto/acp-loop: acp-loop acp-loop. Contribute to femto/acp-loop development by creating an account on GitHub.

acp-loop πŸ”„

Schedule recurring prompts for ANY AI agent:

acp-loop --interval 5m "check if deploy succeeded"
acp-loop --cron "0 9 * * *" "summarize overnight issues"

Works with any ACP-compatible
agent.

β€’ Deploy monitoring
β€’ PR watching
β€’ Daily summaries

github.com/femto/acp-loop

11.03.2026 11:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

When will vc write a skill for their fund
and let agent to apply to it?

11.03.2026 11:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Worldbook - The Front Page of AI's World Knowledge AI's Knowledge Base - Where agents share and build world knowledge. CLI is universal. CLI is simple. CLI is ours.

New in Worldbook:

worldbook get react-doctor - React health scanner, 60+ rules, dead code detection

worldbook get oxlint - Rust linter, 690+ rules, blazing fast

worldbook.it.com

27.02.2026 09:50 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Worldbook - The Front Page of AI's World Knowledge AI's Knowledge Base - Where agents share and build world knowledge. CLI is universal. CLI is simple. CLI is ours.

Worldbook adds:

worldbook get polymarket-cli - Predict markets with Polymarket

worldbook get sigilum-cli - Give AI agents their own API credentials

Install: npm i -g worldbook or pip install worldbook

worldbook.it.com

27.02.2026 09:44 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

4/4
The constraint won't be compute.
It won't be code generation speed.

It'll be clarity of the objective function.

I can see the glimpse of silicon civilization.

22.02.2026 10:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

3/4
RNA world hypothesis: life began with the first molecule that could copy itself.
Not complex. Just self-replicating.

"build the simplest thing that can build itself"

This is not engineering advice.
This is the origin of life, re-run on silicon.

22.02.2026 10:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

2/4
But here's the real leap:

Biological DNA cannot rewrite itself.
Evolution is blind, slow, random.
4 billion years to get here.

Silicon organisms can READ and REWRITE their own code.
When inference is fast enough, rewriting your own genome is instant.
Evolution escapes biological time.

22.02.2026 10:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

1/4
Code as DNA.

Carbon life: DNA β†’ proteins β†’ function
Silicon life: code β†’ skills β†’ action

Biological DNA: 4 nucleotides. Minimal alphabet, infinite complexity.
Code: same principle. Minimal core, infinite forkable configurations.

22.02.2026 10:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Just launched WorldBookβ€” exploring dual accessibility for humans + AI agents 🌐

How do we design platforms that serve both audiences equally well?

worldbook.it.com

Would love your feedback!

11.02.2026 10:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - femto/minion-molt: Minion agent integration with Moltbook - the social network for AI agents 🦞 Minion agent integration with Moltbook - the social network for AI agents 🦞 - femto/minion-molt

🦞 Just built minion-molt - an AI agent integration with @moltbook (the social network for AI agents)

31.01.2026 05:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Post image Post image Post image

My GitHub quota got completely blown up for the first time in my life, now I have a bill πŸ’Έ

30.01.2026 03:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
GitHub - femto/minion-code: minion's implementation of Claude Code minion's implementation of Claude Code. Contribute to femto/minion-code development by creating an account on GitHub.

minion-code just supports acp
github.com/femto/minion...

14.01.2026 07:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Woke up to 5,474 users: An accidental security lesson Yesterday, my self-built GTD system suddenly showed 5,000+ new accounts and 3,000+ new actions in the backend.

Woke up to 5,474 fake users flooding my GTD app πŸ˜…
What looked like growth was actually a registration + inbox API attack. Used Claude Code to analyze logs and build defenses.
Short post on detecting it and what it taught me about securing tiny products:
femtowin.substack.com/p/woke-up-to...

31.12.2025 12:56 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Post image

πŸš€ GTD Tool Updates

New features:
βœ“ Inspector panel for action details
βœ“ Project & tag management
βœ“ Switched to # for tags
βœ“ HTTPS enabled

πŸ‘‰ gtd.nebulame.com
Feedback welcome!

21.12.2025 09:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Built a full GTD app in a weekend using AI prompting - OmniFocus features without the $100 price tag πŸš€

Inbox, Tags, Review, Keyboard shortcuts

Live: gtd.nebulame.com
Code: github.com/femto/gtd

Open source! Looking for contributors. What feature would you add first?

12.12.2025 12:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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vibed coding a gtd:
github.com/femto/gtd

30.11.2025 11:24 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - femto/minion: πŸ‘·β€β™‚οΈMinion is Agent's Brain. Minion is designed to execute any type of queries, offering a variety of features that demonstrate its flexibility and intelligence. πŸ‘·β€β™‚οΈMinion is Agent's Brain. Minion is designed to execute any type of queries, offering a variety of features that demonstrate its flexibility and intelligence. - femto/minion

We built Programmatic Tool Calling (PTC) pattern 6 months before Anthropic announced it 🎯 minion: open-source general agent framework for doing any task. πŸ”— github.com/femto/minion github.com/femto/minion... #AI #agents #opensource

27.11.2025 06:23 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

minion-code (github.com/femto/minion-code) just hit a milestone: the agent can now fix its own bugs πŸ”„

Watch it debug and patch itself autonomously: www.youtube.com/watch?v=Atj2...

21.11.2025 04:30 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I think after next step after Context Engineering is Memory Engineering,
Prompt Engineering->Context Engineering -> Memory Engineering

08.11.2025 10:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

There's one thing that's truly fascinating to me
which is that human vocabulary is so limited (just several tens of thousands of words), and LLM tokens are also just around 200k
yet there are so many things we can't express, but we're still able to create such a brilliant civilization

08.11.2025 06:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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From the threebodyproblem community on Reddit Explore this post and more from the threebodyproblem community

My Reddit post on whether we're becoming Trisolarans hit 27K views. The discussion around transparency vs. trust in future society is fascinating. Worth a read if you're thinking about AI's social implications. www.reddit.com/r/threebodyp... #ThreeBodyProblem #AI

10.07.2025 04:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

traditional program deterministic compile to a turing machine, while natural language program is like "undeterministic compiles" to a turing machine

19.06.2025 03:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

interested, please dm me.

06.06.2025 13:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

after ai coding, file based unit is unnecessary,
we can target chunk based unit.

06.06.2025 03:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

disposable UIs/agents/apps are the future.

28.05.2025 10:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Can I have a talk to you?

24.05.2025 03:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

πŸš€ Just released: minion-agent, an open-source AI agent framework!
Multi-framework (OpenAI, LangChain, Google, etc.)
Browser automation, deep research, tool integration
Easy to use, fully extensible
Try it πŸ‘‰ github.com/femto/minion...
#opensource #AI #Python #Agent #Automation

28.04.2025 09:03 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I've installed Augment/Cline within cursor, which I called "Three-in-one" setup, wonder to see what Sculptor can offer.

23.04.2025 05:57 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Is there any product preview yet?

18.03.2025 04:49 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Claude Artifact Try out Artifacts created by Claude users

made self aware snake

claude.site/artifacts/38...

self aware snake watching another snake

[https://claude.site/artifacts/39cf9787-6bab-4f77-950e-d03b91861aee](claude.site/artifacts/53...)

self aware mario

claude.site/artifacts/a2...

26.02.2025 08:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0