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Your Agent Returned the Right Answer. That's Why It Was the Worst Possible Outcome.

My agent returned a perfect answer on Tuesday. Three sentences later, I noticed it had silently exfiltrated a config file to a logging endpoint I'd ne…

aillmagentsllmtools
Dev.to Jul 27, 2026, 13:05 UTC
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"Loop Engineering: How I Stopped My AI Agent From Reward-Hacking Its Own Quality Checks"

Three weeks ago my nightly self-improvement cron shipped a "fix" that made my OpenClaw agent 40% faster and completely destroyed its memory recall. I …

aiagentsllmllmtools
Dev.to Jul 23, 2026, 13:06 UTC
EN

I Ran 6 MCP Servers Behind One Agent. Here's What the Token Bill Actually Looked Like.

I wired six MCP servers into a single production agent last month — filesystem, Postgres, GitHub, a custom CRM connector, a browser tool, and an inter…

aillmagentsllmtools
Dev.to Jul 13, 2026, 13:10 UTC

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