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Lossless Token Optimizer for AI Dev Tools
A proxy API or IDE plugin that reduces Claude/OpenAI token usage by 60-80% using AST-aware context stripping, without degrading output quality. It targets power users spending hundreds of dollars monthly on API costs.
Ver en RedditDesglose de puntuación
Diferenciación
Voces de la comunidad
Citas reales de comentarios de Reddit que inspiraron esta oportunidad
- “Chewing tokens, that's what claude is much better than codex”
- “Was spending $450/month on the API and cut that by 60%”
- “There’s several of these token saver projects and they mostly have significantly worse output.”
Plan de Acción
Valida esta oportunidad antes de escribir código
Próximo Paso Recomendado
Construir
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
Lossless Token Optimizer for AI Dev Tools
Subtítulo
A proxy API or IDE plugin that reduces Claude/OpenAI token usage by 60-80% using AST-aware context stripping, without degrading output quality. It targets power users spending hundreds of dollars monthly on API costs.
Para Quién Es
Para Senior software engineers and indie hackers using API-based AI coding assistants (Cursor, Claude CLI) who spend >$100/mo on tokens.
Lista de Funciones
✓ AST-based context pruning (only sends relevant functions/classes) ✓ Local semantic caching ✓ Cost dashboard showing exact dollars saved per session
Prueba Social
“Chewing tokens, that's what claude is much better than codex”— Usuario de Reddit, r/r/codex
“Was spending $450/month on the API and cut that by 60%”— Usuario de Reddit, r/r/codex
“There’s several of these token saver projects and they mostly have significantly worse output.”— Usuario de Reddit, r/r/codex
Dónde Validar
Comparte tu landing page en r/r/codex — ahí es exactamente donde se descubrieron estos puntos de dolor.