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Anthropic's CJ Avilla Finds Old Project Still Burning Claude Tokens, Sentry Says

Nov 06, 2026
Sentry
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Summary

CJ Avilla of Anthropic sends Claude Platform OpenTelemetry data to Sentry and finds an old project still consuming tokens, Sentry says. A workshop traces a Claude agent calling tools against a backend and database, with failed calls, retries, and final success in one trace. Sentry says this shows whether to fix the prompt, tool, or service.

Key Points

  • Sentry says agent cost exceeds the model call because each retry against a slow or broken backend consumes more tokens.
  • Sentry says without one connected trace, teams cannot see whether spending started in their API or their database.
  • Sentry lists the session as a live workshop under its Resources section, part of an Automated Debugging Hub for agent root causes.

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