Today we’re announcing @kodezi Chronos-1. After years of research, iteration, and failure, we’ve built something radically new. Chronos-1 is the world's first large language model purpose-built for debugging. Unlike LLMs that just autocomplete, Chronos-1 understands, diagnoses, and heals code.While most LLMs are trained to generate code, Chronos-1 is trained to investigate, remember, and resolve it. What makes Chronos-1 different: - Debugging-first architecture - Multi-level memory engine trained on millions of bugs, logs, and test cases - Adaptive retrieval that scales to entire codebases - 23% better bug detection and 40% fewer debugging cycles in real-world evaluation - Native integrations with IDEs, CI/CD, and observability workflows Chronos-1 powers Kodezi OS, your AI-native CTO that autonomously maintains, evolves, and governs your codebase. Kodezi OS exits beta in Q1 of 2026. We’ve raised a fresh round of funding and are focused on becoming the leader in code maintenance. We’re hiring cracked engineering and product talent, with base starting at $200K. If you’re interested in building the future of code maintenance and helping shape how software heals and improves itself, message me.

Meta just launched Muse- their AI agent response to Grok Bot & Instinct. It can - Take Payments & Purchase For you - Sign Documents - Book Reservations - Connect to all Meta Apps - Powered by @Meta AI

anyone else else have a tab problem?

Agree

going to start using twitter more from now on. Went on a 5 year hiatus

Grateful to have spoken at SXSW London 2026 as part of The Machines Are Learning at Bangla House. Shared my perspective on building Kodezi, how AI is changing real work inside engineering teams, and why the people building these systems matter just as much as the technology itself. Thank you SXSW London and Bangla House for creating space for this conversation.

Super excited to share that I’ll be speaking at @sxsw London 2026 on June 4 as part of The Machines Are Learning, curated by Bangla House. I started building in AI as a teenager with one question: why can’t software understand what broke and help fix itself? That question became Kodezi. Excited to join this conversation on AI, human-machine collaboration, and the future of intelligent systems. See you in London. #SXSWLondon

working on something new….

I didn’t drop out of college. I skipped it entirely to build Kodezi. At 17, I was cold emailing investors from my bedroom. At 22, we’ve raised millions and built a team rethinking code maintenance. Grateful to Business Insider for telling the story. businessinsider.com/why-22-y…

People think startups fail because of ideas. They fail because execution is emotionally boring.

ChatGPT is like Facebook now.

The real risk is not burn or fundraising, it is whether OpenAI can keep compounding trust and product coherence as fast as it compounds revenue.

Developers always hated writing docs. Now that's all they do.

Humans are not done. Writing code is no longer the bottleneck.

AI may go down as one of the most overestimated technologies of all time

Honestly, most “full-stack devs” are just backend devs who learned enough CSS to survive.

Usage spikes are the earliest signal of where real developer trust is shifting.

We are barely into the year and the pace is already different. Hard math problems getting solved, new functions discovered, and hundreds of agents building real software in days. The last few years now feel slow by comparison.