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r/ClaudeCode
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Deep-Context AI Debugger for Stateful Flows

An observability middleware that automatically aggregates DB state changes, idempotency keys, and raw API payloads into an AI-optimized context package. It solves the exact problem of LLMs wasting hours 'reasoning around missing context' during complex payment or transactional bugs.

Ver en Reddit
Descubierto 26 abr 2026

Desglose de puntuación

Intensidad del dolor9/10
Disposición a pagar9/10
Facilidad de construcción3/10
Sostenibilidad7/10

Diferenciación

Soluciones existentes
Claude Opus 4.7Sentry
Nuestro enfoque
There is no middleware that automatically packages application state (DB rows, idempotency keys, raw API payloads) into an AI-optimized prompt for debugging.

Voces de la comunidad

Citas reales de comentarios de Reddit que inspiraron esta oportunidad

  • debugging a payment flow error that Sentry or any type of logs won't give me insights into.
  • for payment bugs, logs arent enough. Give it the full state transition, idempotency key, raw request/response, and before/after DB row
  • every model just reasons around missing context and wastes hours.

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Titular

Deep-Context AI Debugger for Stateful Flows

Subtítulo

An observability middleware that automatically aggregates DB state changes, idempotency keys, and raw API payloads into an AI-optimized context package. It solves the exact problem of LLMs wasting hours 'reasoning around missing context' during complex payment or transactional bugs.

Para Quién Es

Para Senior backend developers and fintech engineers dealing with complex, stateful API integrations.

Lista de Funciones

✓ Pre/Post DB state capture ✓ Automated payload and idempotency key aggregation ✓ One-click 'Send to LLM' with sanitized context ✓ Sentry integration

Prueba Social

debugging a payment flow error that Sentry or any type of logs won't give me insights into.— Usuario de Reddit, r/r/ClaudeCode

for payment bugs, logs arent enough. Give it the full state transition, idempotency key, raw request/response, and before/after DB row— Usuario de Reddit, r/r/ClaudeCode

every model just reasons around missing context and wastes hours.— Usuario de Reddit, r/r/ClaudeCode

Dónde Validar

Comparte tu landing page en r/r/ClaudeCode — ahí es exactamente donde se descubrieron estos puntos de dolor.