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Dev.to
7/14/2026
The original title is: "107 Days in Production with 9 Autonomous Agents: Infrastructure Bugs, Not AI Failures"

The original title is: "107 Days in Production with 9 Autonomous Agents: Infrastructure Bugs, Not AI Failures"

Original: What Nobody Tells You About Running 9 Autonomous Agents on a Real Gym

Short summary

A 107-day production report from running 9 autonomous agents in a physical fitness studio. The expected AI failures (jailbreaks, hallucinations, model drift) never occurred; instead, silent infrastructure bugs (regex edge cases, memory creep, swap file issues) caused real problems. Key lesson: constitution-based governance and structural constraints matter more than model intelligence.

  • •Expected AI risks never materialized; silent infrastructure bugs were the real threat
  • •Constitution-based governance and structural constraints outperformed reliance on model intelligence
  • •Agents ran on cheap DeepSeek-V4 on 2 CPU cores, proving architecture > model size

Generated with AI, which can make mistakes.

#ai-agents#industry-adoption#open-source
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