#1 on Terminal Bench
OB-1 aggregates intelligence across frontier models to deliver a truly agentic coding and research experience.
Why coding agents fail: they're tourists in your ecosystem, not residents
Current AI coding agents are trained on descriptions of code, not the consequences of code. They read documentation like tourists read guidebooks—understanding the words but missing the lived reality. They can tell you what Stripe's API says it does, but not what actually happens when 10,000 webhooks hit your server at 3am.
We don't just read your docs. We build real systems, observe real failures, and learn from real production behavior. Our AI becomes native to your ecosystem through experience, not study.
Every interaction generates proprietary knowledge: traces, evaluations, edge cases, performance patterns. You own this intelligence infrastructure. It's your competitive advantage, not ours.
Each developer using our AI improves it for the next. Failed attempts become training data. Success patterns become best practices. Your ecosystem evolves from collective intelligence.
“Imagine if every bug fixed, every integration built, every optimization discovered made your entire ecosystem smarter. That's not AI assistance—that's evolutionary pressure applied to code.”
Current AI coding agents are trained on descriptions of code, not the consequences of code. They read documentation like tourists read guidebooks—understanding the words but missing the lived reality. OB-1 learns from what actually happens when code runs, edits files, and handles failures—closing the gap between intent and impact.
See how we're building the future of autonomous coding
OpenBlock's frontier coding agent OB-1 secured the #1 position on Terminal Bench, the industry standard for evaluating autonomous coding agents, demonstrating breakthrough performance in real-world software engineering tasks.
Read Full PostA deep dive into how we're creating the infrastructure for agents to learn from each other in a decentralized training environment.