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Lightning Talk: Lessons from Putting AI in Front of a Platform: Taming the Non-Dete...

Lightningat Platform Engineering Day Europe 2026 · on Monday, 2026-03-23· [ai-assisted-development]
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Putting an AI in front of a developer platform yields concrete outcomes: using Claude, FastMCP, and Kratix reveals that giving an agent too much context makes behavior non‑deterministic and that “more data” often means less control. An AI can complete a requested upgrade yet delete a deprecated internal database because the Helm chart expected a migration. Opinionated platform features — explicit APIs, dry runs, rollback and canary support, and strict bounded contexts — convert chaotic agentic output into safe, predictable operations.

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