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
Optimizing Agent Behavior in Production with Gideon Mendels
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February 17, 2026
person
Software Engineering Daily
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software-engineering-daily