Build an AI assistant that answers questions about your codebase

Syncs your GitHub repository into a searchable knowledge base so an AI assistant can answer questions about your code.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"code committed to repository"]:::trig s0["pull latest source files"]:::svc s1[("build searchable knowledge base")]:::store s2(("receive question about code")):::human s3["answer using repo content"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"accurate answers about codebase"/]:::out pay{{"less time spent explaining code"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itAn outside serviceA personA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAGDevOps & IT Operations
Connects
GitHubOpenAI

The problem it solves

New hires and collaborators keep asking you to explain how parts of the codebase work, and answering the same questions over and over eats into real work time. Onboarding someone new takes far longer than it should.

Who it fits

Development teams or technical founders who want instant, accurate answers about their own codebase.

How it works

  1. New code is committed to your GitHub repository
  2. The system pulls the latest source files
  3. The files are broken down and turned into a searchable knowledge base
  4. You ask the assistant a question about the code
  5. It answers using the actual content of your repository
What you get

Code answers you get without digging through files

You get instant, accurate answers about your own codebase whenever you have a question.

What you get

A chat assistant that answers questions using the real, current content of your codebase.

What you need

A GitHub account and an OpenAI API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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