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Dev.to
Dev.to
7/5/2026
Night of the Living Bugs

Night of the Living Bugs

Short summary

A CI pipeline appeared functional but returned confusing results—a sign of hidden system failures. The real problem wasn't crashes but silent mismatches: unspecified data contracts, optional fields treated as required, and missing environment dependencies propagating silently. Separating stable from experimental versions restored observability and revealed systematic assumptions the components weren't sharing.

  • Silent failures (wrong results without crashes) are harder to debug than loud crashes
  • System failures often stem from misaligned assumptions and unspecified data contracts
  • Separating stable from experimental versions improves observability and reveals hidden misalignments

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