Unoplat Code Confluence
The Universal Code Context Engine for AI agents
Alpha
Currently in active development. Supports Python and TypeScript codebases.
Generate evidence-grounded context for four essential areas: engineering workflow, dependencies, business domain, and repository architecture. The results are published as AGENTS.md guidance and focused companion artifacts that developers and coding agents can reuse.
In large brownfield codebases, AI coding often degrades into repeated, non-deterministic search. Unoplat Code Confluence replaces part of that exploration with structured, repo-specific context linked to current source evidence.
Learn
Why
The problem AI agents face with existing codebases
Solution
The four kinds of codebase context we generate
How it works
How source evidence becomes reusable context and architecture
Start
Quick Start
Set up and analyze your first repository in minutes
Roadmap
Track shipped features and what's coming next