SM Sultan Mahmud Rahat @smsultan30

CEO @ Avos Lab | Building a Seamless & Complete Ecosystem for AGI | Serial Entrepreneur linkedin.com/in/sultan-mahm… Stanford, CA Joined February 2023

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SM Sultan Mahmud Rahat @smsultan30

4 weeks ago

@nifinet Would love to see the repo

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SM Sultan Mahmud Rahat @smsultan30

2 months ago

Hey Claude, I’m Peter Parker, and I paid you $200, remember?

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SM Sultan Mahmud Rahat @smsultan30

4 months ago

@Jason I'm in

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Andrew Gazdecki @agazdecki

4 months ago

Startup founders when they realize building the product was actually the easiest part:

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jack @jack

5 months ago

people are sleeping on how excellent goose has become under the hood (interface needs some work but team is pushing). it's a superpower. github.com/block/goose

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SM Sultan Mahmud Rahat @smsultan30

5 months ago

github.com/Avos-Lab/avos-…

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SM Sultan Mahmud Rahat @smsultan30

5 months ago

The coding agent is very easy to control. Just plug them with avos-dev-cli. Your reckless agent will be calm and composed like you.

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SM Sultan Mahmud Rahat @smsultan30

5 months ago

github.com/Avos-Lab/avos-…

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SM Sultan Mahmud Rahat @smsultan30

5 months ago

It is important to make your old or newly built repository history-aware. Before changing any risky code block, the coding agent can now explore its lineage history. We have open-sourced the project. Just download it and make your Claude code git history aware before coding.

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SM Sultan Mahmud Rahat @smsultan30

6 months ago

Giving ads saying not to give ads lol.

Grant @Grantblocmates

6 months ago

Anthropic have just buried OpenAI and ChatGPT with this ad lmfao There’s no coming back from that

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Grant @Grantblocmates

6 months ago

Anthropic have just buried OpenAI and ChatGPT with this ad lmfao There’s no coming back from that

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SM Sultan Mahmud Rahat @smsultan30

9 months ago

@guilleflorvs FOUNDER

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SM Sultan Mahmud Rahat @smsultan30

11 months ago

@simonw Everyone should sit at a round table and fix these things first. MCP is hell in production, now they are changing these!

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andrew gao @itsandrewgao

12 months ago

nothing more humiliating than when GPT-5 router determines that your request was too low IQ and re-routes you to the small model

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SM Sultan Mahmud Rahat @smsultan30

a year ago

✅ 3. Bug Bounty Simulator (Your Code’s Personal Bodyguard) In any company, security bugs usually show up after things go live. That’s when panic hits, hotfixes fly, and someone’s weekend is ruined. 🫠 But what if your system could stress-test itself before hackers ever get a shot? Here’s the vibe: EvoMAC quietly spins up a shadow team in the background — these agents start acting like ethical hackers. They poke at login flows, throw weird inputs into your forms, mess with APIs — trying to break things like a real-world attacker would. And while that’s happening, another team (the update crew) watches the logs and says stuff like: “Hey, this input isn’t getting sanitized properly — fix that.” “This function’s vulnerable — time to patch it.” “Let’s rewire that logic and test it again.” It works just like a neural net: The testing team is like throwing labeled ‘bad data’ at the system. Failed responses are treated like loss. Instead of updating weights, it updates tasks and rewrites the flow. 💡 The result? While you’re chilling with coffee or working on new features, your codebase is learning self-defense. It’s spotting flaws, patching itself, and coming out stronger — all behind the scenes. Think of it like hosting a bug bounty program — but this time, your own agents are the bounty hunters. 🛡️

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SM Sultan Mahmud Rahat @smsultan30

a year ago

🤝 2. AI Code Merger & Dependency Resolver You know that moment when two product teams accidentally build the same thing? Yeah — now imagine resolving that mess without war rooms, 10 PM merge conflicts, or Slack ping-storms. With EvoMAC, here’s what happens instead: 🧠 It forks both branches. Thinks. Tests. Cross-references APIs, variable scopes, naming conventions, the whole deal. Then — like a diplomatic agentic backchannel — it reshapes the collaboration. Backprop kicks in. It restructures the dev workflows, refines test coverage, updates docstrings, and stitches the feature into the right place — without breaking things. By the time you check GitHub, there’s a clean pull request… and a changelog that reads like poetry. This isn’t just a merge conflict resolution. It’s conflict prevention with elegance.

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SM Sultan Mahmud Rahat @smsultan30

a year ago

Let me tell you about my latest observation that comes from a paper [arxiv.org/abs/2410.16946] It is possible now that the coordination of different agents can build software on its own, from scratch! Think multi-agent coding team meets neural network vibes. Picture dev teams that update themselves on the fly. Yep, it’s real, and you’re gonna love it!