We use PostHog and Clarity to improve the site, and Meta Pixel to measure page views and ad effectiveness. Usage data may include page addresses and browser identifiers. You can opt out of collection at any time. Details in the Privacy Policy
Team8- Fintech Stealth Startup- Senior AI Researcher, Evaluation & Agent Performance at Team8 · Trevo
We build the context layer for engineering organizations. We connect code, runtime telemetry, data lineage, and operational systems into one live model of how software runs, then give AI agents that model through chat and MCP.
What you'll do
Own the evaluation function for all Cobalt agents: code Q&A, change-impact analysis, incident response, and MCP tool use by coding agents.
Design and build eval harnesses and benchmarks, with ground truth taken from merged PRs, production traces, and code.
Define and track agent performance metrics: recall and precision, cost per correct answer, tool-call efficiency, latency, and failure modes.
Run controlled comparisons across models, prompts, retrieval strategies, and baselines, with statistical rigor.