
Colin
6.3K posts

Colin
@alwaysbecolin
Founder @DablClub, Dev Advocate for @NebiusAI, Previously @Metamask, @Cisco, @Accenture







People freaking out over my AI spend. What nobody sees: Part of what excites me so much about working on OpenClaw is that I'm trying to answer the question: How would we build software in the future if tokens don't matter? We constant run ~100 codex in the cloud, reviewing every PR, every issue. If a fix on main lands, @clawsweeper will eventually find that 6 month old issue and close it with an exact reference. We run codex on every commit to review for security issues (as it's far too easy to miss). We run codex to de-duplicate issues and find clusters and send reports for the most pressing issues. We have agents that can recreate complex setups, spin up ephemeral crabbox.sh machines, log into e.g. Telegram, make a video and post before/after fix on the PR. There's codex that watch new issues and - if it fits our documented vision well, automatically create a PR of it. (that then another codex reviews) We have codex running that scans comments for spam and blocks people. We have codex instances running that verify performance benchmarks and report regressions into Discord. We have agents that listen on our meetings and proactively start work, e.g. create PRs when we discuss new features while we discuss them. We build clawpatch.ai to split all our projects into functional units to review and find bugs and regresssions. We do the same split for security with Vercel's deepsec and Codex Security to find regressions and vulnerabilities. All that automation allows us to run this project extremely lean.











We just hit number one globally across all AI apps on OpenRouter. Super grateful to the nearly 1000 contributors who've helped make Hermes Agent great, thank you! What do you want to see next?


Everyone's talking about replacing their marketing team with AI agents. Nobody shows what's actually running. We're fixing that — by showing how agents make great marketers capable of things they couldn't do before, not replacing them. Today Waqas and I are launching Tokens of Growth: Marketing & GTM Agents in Production. It's a monthly session where Marketing, Dev rel and GTM leaders from top companies demo their real workflows. Live. On screen. No theory. No "I replaced my marketing team with agents" narratives. Seriously, if that's your goal, you'll be disappointed. Session 1 is May 7. Leaders from @AnthropicAI, @togethercompute , and @nebiusai opening their laptops and walking you through exactly how they work. @theninomedina , @nutlope , @aiwithaish, Arvind — can't wait to kick this series off with you. Registration link in the first comment. 👇 If you have built something amazing for your team, let us know to be featured in the next one.






