Built for teams that ship with AI coding agents
Grounded.Codes gives agents decision intelligence, not just documentation retrieval: syntax help, architecture tradeoffs, and grounded product comparisons.
Syntax guidance
Get grounded Python and TypeScript syntax help with snippets, gotchas, and explicit sources.
Request
{ "tool": "get_syntax_guidance", "args": { "ecosystem": "python", "topic": "dependency injection", "entities": ["fastapi"] } }Response
{ "summary": "FastAPI dependency injection is grounded in retrieved docs snippets.", "snippets": [{ "title": "Dependency Injection", "content": "Declare dependencies with Depends and Annotated.", "source_urls": ["https://fastapi.tiangolo.com/tutorial/dependencies/"] }], "sources": [{ "title": "FastAPI Dependencies", "url": "https://fastapi.tiangolo.com/tutorial/dependencies/" }] }Architecture guidance
Ask architecture questions and get source-backed recommendations, tradeoffs, and implementation recipes.
Request
{ "tool": "get_architecture_guidance", "args": { "ecosystem": "typescript", "problem": "Should we start with a modular monolith or services?", "stack": ["next.js", "nestjs"] } }Response
{ "recommendation": "Start with a modular monolith and explicit boundaries.", "tradeoffs": [{ "title": "Operational simplicity", "detail": "A modular monolith keeps deployment simpler early on.", "source_urls": ["https://martinfowler.com/"] }], "sources": [{ "title": "Martin Fowler", "url": "https://martinfowler.com/" }] }Developer product comparisons
Compare packages, platforms, and dev tools with an explicit winner, comparison matrix, and citations.
Request
{ "tool": "compare_developer_products", "args": { "ecosystem": "python", "category": "package-management", "candidates": ["uv", "poetry"] } }Response
{ "winner": "uv", "matrix": [{ "candidate": "uv", "summary": "Higher health score and stronger recent momentum.", "source_urls": ["https://docs.astral.sh/uv/"] }], "sources": [{ "title": "uv docs", "url": "https://docs.astral.sh/uv/" }] }Every recommendation is attributable
Official sources only mode is on by default. Every response includes source URL, version/tag, and indexed timestamp so your team can verify claims before shipping.
Source-backed snippets and claims
Designed for teams that need confidence and auditability in AI-assisted technical decisions.
Coverage gaps called out explicitly
Designed for teams that need confidence and auditability in AI-assisted technical decisions.
Stored-first retrieval with bounded live fallback
Designed for teams that need confidence and auditability in AI-assisted technical decisions.
Freshness and authority metadata in every answer
Designed for teams that need confidence and auditability in AI-assisted technical decisions.
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