Cette opportunité a été créée avant le pipeline d'analyse v2. Certaines sections (Récit de la douleur, Mise sur le marché, Périmètre MVP, Pourquoi cela pourrait échouer) apparaîtront après la prochaine réanalyse.
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Context-Aware LLM Router for AI Coding Assistants
A smart proxy or IDE extension that intercepts developer prompts, analyzes task complexity, and automatically routes simple tasks to fast/cheap models (Sonnet/Haiku) and complex planning to heavy models (Opus). This prevents the 'overthinking' hallucination loop and saves users from burning expensive tokens.
Voir sur RedditDétail du score
Différenciation
Voix de la communauté
Citations réelles de commentaires Reddit qui ont inspiré cette opportunité
- “Your tasks are too easy for Opus on high effort, this will cause overthinking and hallucinating”
- “Opus is hallucinating and lost in loops of thought so frequently these days”
- “It took 20 minutes to complete 2 out of 7 tasks in it. Claude outputted BS and was hallucinating”
- “Burned many tokens ( basically anthropic stole from me )”
- “first day of using sonnet and opus, my usage limit finished”
- “without a subscription, I'd be 'underperformimg' due to new standards”
Plan d'Action
Validez cette opportunité avant d'écrire du code
Prochaine Étape Recommandée
Construire
Signaux de demande forts. Vraie douleur et volonté de payer détectées — commencez à construire un MVP.
Kit de Textes pour Landing Page
Textes prêts à coller, basés sur le langage réel de la communauté Reddit
Titre Principal
Context-Aware LLM Router for AI Coding Assistants
Sous-titre
A smart proxy or IDE extension that intercepts developer prompts, analyzes task complexity, and automatically routes simple tasks to fast/cheap models (Sonnet/Haiku) and complex planning to heavy models (Opus). This prevents the 'overthinking' hallucination loop and saves users from burning expensive tokens.
Pour Qui
Pour Professional software engineers and teams currently paying for premium AI subscriptions who are frustrated by token limits and model degradation on simple tasks.
Liste des Fonctionnalités
✓ Automated task complexity classification ✓ Multi-model routing (Opus for planning, Sonnet for execution) ✓ Infinite-loop circuit breaker (stops AI if it repeats the exact same error) ✓ Token spend analytics dashboard
Preuve Sociale
“Your tasks are too easy for Opus on high effort, this will cause overthinking and hallucinating”— Utilisateur Reddit, r/r/ClaudeCode
“Opus is hallucinating and lost in loops of thought so frequently these days”— Utilisateur Reddit, r/r/ClaudeCode
“It took 20 minutes to complete 2 out of 7 tasks in it. Claude outputted BS and was hallucinating”— Utilisateur Reddit, r/r/ClaudeCode
“Burned many tokens ( basically anthropic stole from me )”— Utilisateur Reddit, r/r/ClaudeCode
“first day of using sonnet and opus, my usage limit finished”— Utilisateur Reddit, r/r/ClaudeCode
“without a subscription, I'd be 'underperformimg' due to new standards”— Utilisateur Reddit, r/r/ClaudeCode
Où Valider
Partagez votre landing page sur r/r/ClaudeCode — c'est exactement là que ces points de douleur ont été découverts.