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92Score
r/ClaudeCode
SaaS subscription ($29/mo) or taking a small percentage of the API costs saved
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Token Optimization & Model Routing Proxy

A middleware proxy that sits between AI coding tools and the API. It intercepts requests, prevents 'full codebase scans' by using AST to only send relevant snippets, and automatically routes mechanical tasks to cheaper models (Haiku) and complex tasks to expensive ones (Opus).

Auf Reddit ansehen
Entdeckt 21. Apr. 2026

Score-Details

Schmerzintensität9/10
Zahlungsbereitschaft9/10
Umsetzbarkeit5/10
Nachhaltigkeit7/10

Differenzierung

Unser Ansatz
There is no dedicated middleware layer that sits between the IDE/CLI and the LLM API to strictly enforce financial guardrails, prevent infinite loops, and optimize token usage via smart model routing.

Stimmen der Community

Echte Zitate aus Reddit-Kommentaren, die diese Chance inspiriert haben

  • “So changing a variable name requires the AI to ingest a large chunk of their codebase every time.”
  • “loads about 34k tokens in terminal and over 100k tokens in desktop app. And thats before you even do anything.”
  • “actively try to avoid “full scans” and manage proper [user]”
  • “"Change this one word for me" will ultimately result in maxing out their Opus 4.7 Max instance”

Aktionsplan

Validiere diese Gelegenheit, bevor du Code schreibst

Empfohlener nächster Schritt

Bauen

Starke Nachfragesignale erkannt. Echter Schmerz und Zahlungsbereitschaft vorhanden — fang an, ein MVP zu bauen.

Landing Page Textpaket

Druckfertige Texte basierend auf echten Reddit-Kommentaren — direkt einfügen

Überschrift

Token Optimization & Model Routing Proxy

Unterüberschrift

A middleware proxy that sits between AI coding tools and the API. It intercepts requests, prevents 'full codebase scans' by using AST to only send relevant snippets, and automatically routes mechanical tasks to cheaper models (Haiku) and complex tasks to expensive ones (Opus).

Für Wen

Für Non-technical 'vibe coders' and indie hackers burning high API credits

Funktionsliste

✓ AST-based context pruning ✓ Automated model routing (Haiku vs Opus) ✓ Token usage analytics dashboard ✓ Drop-in API base URL replacement

Sozialer Beweis

“So changing a variable name requires the AI to ingest a large chunk of their codebase every time.”— Reddit-Nutzer, r/r/ClaudeCode

“loads about 34k tokens in terminal and over 100k tokens in desktop app. And thats before you even do anything.”— Reddit-Nutzer, r/r/ClaudeCode

“actively try to avoid “full scans” and manage proper [user]”— Reddit-Nutzer, r/r/ClaudeCode

“"Change this one word for me" will ultimately result in maxing out their Opus 4.7 Max instance”— Reddit-Nutzer, r/r/ClaudeCode

Wo Validieren

Teile deine Landing Page in r/r/ClaudeCode — genau dort wurden diese Schmerzpunkte entdeckt.