can turn any trading idea into a fully autonomous, institutional-grade AI agent. Under the hood, our infrastructure handles the heavy lifting: • Strategies are checked and confirmed before deployment • Every trade and parameter is logged in a verifiable way • Verified executions become data the agents learn from • Agents improve based on real-world outcomes makes agent-creation feel effortless. KIP makes the agents precise, reliable, and accountable.

With AI taking over execution in several roles, "taste" has become an important skill. We’re all Product Managers and Creative Directors now. The gap between good and great isn't the execution anymore. Instead it's the vision, creativity and taste of the person.

Builders optimize for three constraints: execution continuity, settlement determinism, and controllable unit cost. Miss one, and it’s still a demo. Metis has this triangle locked: execution, settlement, and standards coordinated on one chain.

⚡️Security Brief⚡️ A maximum-severity remote code execution vulnerability was discovered in Flowise, an open-source AI platform. The flaw is identified as CVE-2025-59528 and is currently being actively exploited by threat actors. Attack vector: The vulnerability stems from unsanitized input handling in the platform, enabling attackers to execute arbitrary code remotely on affected systems. Active exploitation indicates immediate risk to deployed instances. Remediation urgency: Organizations running Flowise should prioritize patching or isolating affected instances given the maximum severity rating and ongoing threat actor activity targeting this vulnerability. @Flowise Source: Trend Micro

Category Labs celebrated a year of relentless execution, deep collaboration, and ambitious problem-solving. Our teams reunited & cheering to each other’s hard work, and remembering that behind every line of code is a real human pushing this forward. Huge thanks to our global team for the energy, thoughtfulness, and ambition you bring every day. This week was a reminder of why we’re building and who we’re building with. Happy New Year from Category Labs, here's to 2026!