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When AI Agents Fail: How Self-Improving Systems, Background Job Reliability, and Automated Testing Reveal the Trust Gap in Software

This story is from 2026-09-05. It is preserved in the archive; the latest stories are on the live feed.

Originally published on tamiz.pro . The Illusion of Autonomous Reliability AI agents are increasingly making decisions in production environments—from scheduling background jobs to refactoring code. But when these systems fail, the root cause often lies not in the AI itself, but in the assumptions…

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  1. 2026-09-05 12:01 · DEV Community — AI
    When AI Agents Fail: How Self-Improving Systems, Background Job Reliability, and Automated Testing Reveal the Trust Gap in Software

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