Documentation
Infrastructure for
the Agentic Era
Automatically generate, maintain, validate, and deploy documentation assets optimized for both human engineers and AI systems like Cursor, Claude Code, and Copilot.
Making software understandable to humans and AI.
For decades, software was built to be understood by humans. Documentation, SDKs, onboarding guides, and references existed solely to help people learn and operate products.
Today, AI systems are becoming active participants in software workflows. Cursor, Claude Code, GitHub Copilot, and autonomous agents increasingly rely on documentation and operational knowledge to understand and operate products.
Most software was never designed for this reality. Glintbase exists to bridge that gap.
To make that possible, Glintbase continuously transforms code changes into operational knowledge, documentation, and AI-readable understanding.
The Self-Healing Documentation Sync
Repo Connect
Connect GitHub/GitLab. Scan dependencies and signature trees.
Auto Generate
Map AST configurations and translate code into MDX documents.
Continuous Sync
Compare AST delta changes and resolve document drift automatically.
Sandbox Verify
Run and test embedded documentation code examples in isolation.
Agent Discovery
Generate llms.txt, MCP servers, and semantic embeddings.
Repo Connect
Establish a secure hook connection to codebases, monitoring push events and scanning AST branch configurations in real time.
AI Asset Outputs
Glintbase automatically formats discovery assets directly in your root folder so that coding engines can parse and write against your API without stalling.
Synthesizes prompt-optimized markdown files in the project root.