Don't kill your vibe — ship code that works the first time
Your AI wing-agent for perfect library documentation. Get version-aware, context-pruned snippets that eliminate hallucinations and save you $87,000+ annually.
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See how ContextWeave transforms vague requests into working, version-correct code with proper error handling and best practices.
Stream OpenAI (TS)
LangChain TypeScript streaming with function calls
FastAPI + Prometheus
Production metrics in FastAPI 0.111
No-backend Stripe
Client-only Stripe checkout
AWS SQS FIFO (TF)
Terraform AWS provider 5.x
Google Sheet → Email
Apps Script automation
Pydantic v2 Migration
FastAPI model migration
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Why ContextWeave works
Built from the ground up to solve the core problems that make AI code generation unreliable
Version-Aware Context
Get documentation that matches your exact library version. No more outdated examples or deprecated methods.
Lightning Fast
Two-stage architecture: comprehensive profiles built once, then filtered instantly based on your context.
Hallucination-Free
Aggregates Q&A from Stack Overflow, GitHub issues, and official docs to provide accurate, verified answers.
Intelligent Search
Advanced vector similarity search finds relevant documentation chunks based on semantic understanding.
Real-time Updates
Live Q&A sweep from Stack Overflow and GitHub Issues ensures you get the latest community knowledge.
Context-Optimized
Tailors responses to your specific use case, tech stack, and experience level for maximum relevance.