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KnowledgeFlow

A RAG-assisted development platform that gives coding agents the project knowledge relevant to a task, instead of loading the whole codebase into context every time.

01

The question

Do coding agents work better when project knowledge is structured, persistent and retrieved on purpose, rather than rediscovered from raw source files at the start of every task?

02

What I'm building

  • Issue and task tracking that agents can read and update.
  • Vector search and a knowledge graph over the repository and its design decisions.
  • Context retrieval that picks what's relevant to the task at hand.
  • Specialist agents that share the same architectural context.

03

Status

Early and changing quickly, so treat this page as a lab notebook rather than a product description.