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Optimizing Agent Behavior in Production with Gideon Mendels

calendar_today February 17, 2026 person Software Engineering Daily domain software-engineering-daily

LLM -powered systems continue to move steadily into production, but this process is presenting teams with challenges that traditional software practices don’t commonly encounter. Models and agents are non-deterministic systems, which makes it difficult to test changes, reason about failures, and confidently ship updates. This has created the need for new evaluation tooling designed specifically

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