One Contract, Multiple Enforcement Points for Safe AI Agent Execution
Overview A lot of AI agent safety discussion still stops too early. People talk about: prompts instructions guardrails whether the agent "knows better…
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A Flaky Test Is a Corrupted Reward Signal
Originally published at tddbuddy.com . Related reading: Agents Should Do TDD names why faithful execution of the loop matters; Your Test Suite Is Your…
Inception в GitLab CI: практическая шпаргалка по вложенным пайплайнам для Middle+
По репозиториям на Git часто видно: вложенные пайплайны в GitLab CI остаются редкой экзотикой, а в проде в основном живут линейные сценарии. Тем не ме…
What if your CI was just code? Workflows, a typed platform, and a model one function away
Originally published at plain.jxd.dev/blog/ci . Cross-posted here for the dev.to community — the canonical version (and any future updates) lives on t…
Why Debugging CI Failures Still Wastes More Dev Time Than Writing Code
The real cost of a red pipeline CI pipelines fail. That's expected — it's literally their job to catch problems. But here's what shouldn't be normal: …
Braintrust Autoevals: CI Gates for LLM Regressions
LLM applications need a different kind of regression test. Unit tests can tell you whether a function returns a value, but they do not tell you whethe…