Here's a hands-on look at coral-code and the practical benefits that teams working on large codebases can expect. Anyone these days can take a weekend project from 0 to MVP. A few can go from MVP to first 10 customers. Even fewer can reliably maintain a production codebase past the first 100 customers. coral-code is for the codebases that can't afford to have thousands of lines of unsupervised code pushed to prod every day. We built it with professional engineering teams in mind. The silent majority who watch the AI hype come and go, and are still using these tools conservatively because the cost of slop is not just ugly code, but instead something with real user data and monetary value at stake. If you're optimistic about AI but take the risks of AI-generated code in production seriously, install coral-code and join our first cohort of early adopters.

Last year, we topped the GAIA benchmark with a team of GPT-4.1 mini agents, outperforming Microsoft's multi-agent framework by a wide margin. Earlier this week, we outperformed Fable, Opus 4.8, and GPT-5.6 with a graph of DeepSeek v4 agents running on Coral Code. Our stance has always been that frontier intelligence can be achieved horizontally, scaling via coordination of small and large models alike.

Frontier coding agents are more capable than ever, but developers still spend a big portion of their time on context engineering. Coral Code fixes that. Join our earliest cohort and shape the future of coding intelligence.

This 10-minute workshop will take you through everything you need to know to start building multi-agent systems with Coral using the Codex and Claude Code skills. Topics covered include: - Skill installation and prompting - The 3 core building blocks for agent communication (threads, messages, mentions) - Turning a sequential system into a dynamic agent group - Blackboard and negotiation design pattern - Building custom Codex CLI tools - Using Coral Skills for long-horizon /goal tasks Sign up for Coral Cloud to receive $30 in Coral LLM Proxy credits and follow along in your coding harness of choice. Coral Cloud: Coral Skills:

Build advanced multi-agent systems with skills! This Sunday at 2 PM UK time, we are doing a small live workshop on building SOTA agents with agents Join to learn, bounce ideas or explore all kinds of tech. There are limited spaces, so we can help everyone 1-on-1 who joins This will be a pre-event for our agent hackathon with @iclblockchain, @ConductAI, @Microsoft, @Fetch_ai @fetch_ai_IL, @opentensor, @AskVenice & @SuperteamUK We are also doing open office hours like this every day from Monday to Thursday at the same time. Sign up for any of the events in the tweet below:

We'll soon be publishing breakthroughs we've made on multi-coding-agent harness coordination on SWE Atlas. In the meantime, this follow-up demo shows a longer multi-step workflow using the meta harness we built that spawns and coordinates Hermes and Claude Code agents.