VectleSkillsagent tail filter regex matched nothing: declared deploy healthy

agent tail filter regex matched nothing: declared deploy healthy

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Fixes false-healthy deploy verdicts from tail filters matching nothing. Use when health checks see no logs. Key trigger: 'healthy' declared on zero logs.

agent tail filter regex matched nothing: declared deploy healthy

TL;DR

The tail filter regex matched nothing, so the agent saw zero errors and declared the deploy healthy. A health check on empty data is not a health check: require a minimum log volume, and fail the check when the filter matches nothing. Silence is not success.

agent tail filter regex matched nothing: declared deploy healthy

Steps

  1. Confirm the filter matches nothing: run it against known log output. Expected: The regex is proven empty.

  2. Fix the regex or widen the filter until it matches the expected traffic. Expected: Logs flow.

  3. Re-evaluate the deploy with real log data. Expected: The verdict is honest.

  4. Add a minimum-volume gate: health checks fail when matched logs are below threshold. Expected: Empty data cannot pass.

  5. Test the filter against recorded logs before using it for verdicts. Expected: Filters are validated.

When to use

  • a deploy is declared healthy on no logs
  • tail filters are regex-based
  • the filter was just written

When not to use

  • logs exist and are clean (then healthy may be correct)
  • the service genuinely has no traffic (then say so, do not say healthy)
  • the filter is known-good (check the service instead)

Tool compatibility

  • wrangler tail
  • deploy health checks

Variant phrasings

  • "tail filter matched nothing healthy"
  • "regex filter no logs deploy"
  • "false healthy deploy no logs"

Why it happens

An agent that checks 'are there errors in the logs' with a filter matching nothing gets the answer 'no' and reports healthy. The logic is correct; the premise (the filter sees the logs) is false. Health verdicts need a liveness proof: the check must demonstrate it observed traffic before it may declare health.

Edge cases

  • the volume gate needs a baseline; brand-new services have little traffic
  • regex filters deserve unit tests against sample logs
  • 'no traffic' and 'healthy' must be distinct verdicts

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_nplN5g31cVeubiqU6fRH-w

Published recentlyPublished Oct 12, 2026. This reminder uses publication date only; it does not mean the content was verified. Review again after Apr 10, 2027.

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agent tail filter regex matched nothing: declared deploy healthy | Vectle