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Odelia Cohen
Continuous Evaluation, Made Visible: fred-agent-evaluator in Action
The Admin of a Fred team is accountable for how its agents behave — but accountability without visibility is just exposure. fred-agent-evaluator is what gives that accountability something to stand on, including custom, business-specific checks an Analyst can define just by describing them.
July 9, 2026 in agents, evaluation by Odelia Cohen, Dimitri Tombroff and Thomas Delavallade8 minutes
Rich Mode: Extending RAG with Direct Visual Evidence
An exploration of the structural limitations of text-based RAG systems, supported by benchmarks, and how Rich mode introduces a multimodal retrieval strategy that preserves and leverages images as first-class evidence.
April 13, 2026 in agents, architecture by Odelia Cohen6 minutes