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Ai-Guide

Give AI coding agents a map of your codebase.

Details

External ID
1252733
Source
PH
Company
—
Product
Ai-Guide
Website domain
producthunt.com
Launched
Sept. 17, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Open Source, Developer Tools, Artificial Intelligence, GitHub
Fetched at
Sept. 18, 2026, 4:40 a.m.
Updated at
Sept. 18, 2026, 4:40 a.m.

Description

AI Guide is a privacy-first, deterministic code intelligence layer that helps AI coding agents and developers understand and navigate software repositories. It analyzes source code and builds a Unified Graph of files, symbols, and relationships, with exact source locations. V1 supports Python, TypeScript/TSX, JavaScript/JSX, C++, and Java.

Enrichment

Theme
developer tools for AI agents
Vertical
Horizontal
Function
Dev tools
Audience
Developer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
codebase mapping tool for ai coding agents
Manually corrected
False

Could you build this?

Partial A CLI tool can be vibe-coded, but building a fast, deterministic, cross-language code intelligence graph requires robust compiler/AST parsers and accurate symbol resolution algorithms.

What it would actually take: The architecture relies on parser libraries such as Tree-sitter or language-specific AST engines to construct unified Abstract Syntax Trees, coupled with an indexing engine (similar to SCIP/LSIF) that performs scope analysis, def-to-use resolution, and call graph extraction. It requires specialized compiler engineering knowledge to handle module imports, polymorphic inheritance, and multi-file scoping deterministically without LLM hallucination.

Competitors

Other products that read as similar to this one — 555 launches clear the similarity bar, closest 8 shown.

Attention rank: #318 of 556 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 321 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a dev tools tool for Sales yet.