Compressing Production Telemetry for Agents
writingFitting 10 to 100x more telemetry into the same context window, and what that changes for debugging.
Thibaud Roy
NY-based senior ML engineer at Antimetal, working on agents that make infrastructure easier to reason about. I spend my time on information retrieval, causality, distributed systems, and evals.
We used Antimetal to resolve 76% of our production errors in one day
writingPointed the agent at our own production: 76% fewer error logs in a day.
Building a Unified Model of Software Systems
writingA world model of production for AI agents to act on.
TerRIFIC: Learning Which Data To Learn
readingMeta-learning sampling weights via influence functions. Automating data curation.
Antimetal Office Tour
videoQuick tour of our new NY office.
The Future of Infrastructure is Invisible
writingWriting code isn't the hard part anymore. Everything after is.