Exquisite Context for Agents

Industrial-grade context infrastructure for AI agents. Extensible, predictable, and resilient.

Pre-1.0 status: CodeWeaver 0.1.2-dev is part of the 0.1.x series — the first semi-stable foundation after the alpha line. Patch releases (0.1.x) are backwards-compatible bug fixes; minor releases (0.x.0) may still include breaking changes on the road to 1.0. See the Roadmap for what’s coming.

Industrial-Grade Context

CodeWeaver provides the “Safety Net” and “Universal Extensibility” required for professional AI agent deployments.

Universal Extensibility (DI)

Swap embedding providers or vector stores with a configuration change. No code required.

Predictable Configuration

Pydantic-driven validation catches setup errors at boot-time before they impact your agents.

Resilient Intelligence

Automatic local fallbacks (FastEmbed/Sentence-Transformers) ensure agents never lose context during cloud outages.

Deep Language Support

Full AST support for 27 languages and heuristic support for 166+ more.

How CodeWeaver Compares

CodeWeaver outperforms legacy search tools by combining semantic understanding with structural code analysis.

Feature	Legacy Search	CodeWeaver 0.1.2-dev
Search Type	Keyword Only	Hybrid (Semantic + AST + Keyword)
Context Quality	Noisy / Irrelevant	Exquisite / High-Precision
Extensibility	Hardcoded	DI-Driven (Zero-Code Provider Swap)
Reliability	Fails on API Timeout	Resilient (Automatic Local Fallback)
Token Usage	Wasted on Noise	Optimized (60–80% Reduction)

Quick Start

# Install CodeWeaver
uv add code-weaver

# Initialize with a profile
cw init --profile recommended

# Start the daemon
cw start

# Give your agent exquisite context
cw search "How is the DI container initialized?"

What’s Next?

Getting Started: Installation & Setup
Core Concepts: DI Architecture | Exquisite Context | Language Support
Workflows: Resilience & Fallbacks | Local-Only Operation | Choosing a Profile
Reference: CLI Reference | Configuration Guide | Provider Registry
Future: Roadmap to 1.0