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88puntuación
r/ClaudeCode
SaaS subscription based on volume of tokens monitored + flat platform fee
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AI FinOps & Agent Guardrail Proxy

A reverse proxy and dashboard that sits between autonomous agents and LLM APIs. It detects infinite loops, sets hard financial limits per MCP action, and prevents runaway token burn.

Ver en Reddit
Descubierto 21 abr 2026

Desglose de puntuación

Intensidad del dolor9/10
Disposición a pagar9/10
Facilidad de construcción4/10
Sostenibilidad7/10

Diferenciación

Nuestro enfoque
There is a massive gap for 'AI FinOps' and middleware that sits between developers/teams and the raw LLM APIs to provide financial guardrails, loop detection, and unified billing management.

Voces de la comunidad

Citas reales de comentarios de Reddit que inspiraron esta oportunidad

  • constantly be cautious and anxious regarding token use and context management lol
  • if you don't add bunch of guardrails and precautions it can just go in a loop so easily
  • MCP I found out it's what gets my usage
  • At API prices it’s incredibly easy to burn cash.
  • Three hours of very light work on Sonnet cost me $55.

Plan de Acción

Valida esta oportunidad antes de escribir código

Próximo Paso Recomendado

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Señales de demanda fuertes. Hay dolor real y disposición a pagar — empieza a construir un MVP.

Kit de Textos para Landing Page

Textos listos para pegar, basados en el lenguaje real de la comunidad de Reddit

Titular

AI FinOps & Agent Guardrail Proxy

Subtítulo

A reverse proxy and dashboard that sits between autonomous agents and LLM APIs. It detects infinite loops, sets hard financial limits per MCP action, and prevents runaway token burn.

Para Quién Es

Para Senior developers, AI engineers, and engineering managers running autonomous agents or heavy API workflows.

Lista de Funciones

✓ Real-time token burn monitoring ✓ Heuristic infinite loop detection and auto-kill switch ✓ Granular budget limits per agent/script ✓ MCP (Model Context Protocol) action auditing

Prueba Social

constantly be cautious and anxious regarding token use and context management lol— Usuario de Reddit, r/r/ClaudeCode

if you don't add bunch of guardrails and precautions it can just go in a loop so easily— Usuario de Reddit, r/r/ClaudeCode

MCP I found out it's what gets my usage— Usuario de Reddit, r/r/ClaudeCode

At API prices it’s incredibly easy to burn cash.— Usuario de Reddit, r/r/ClaudeCode

Three hours of very light work on Sonnet cost me $55.— 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.