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.
- Code Tracker AI · ph · 2026-09-17 · 2 upvotes · similarity 0.50
- Claude Code Review · ph · 2026-03-10 · 539 upvotes · similarity 0.49
- open-ai-codex · github · 2026-09-21 · 11 upvotes · similarity 0.49
- SHOP AI PRO · ph · 2026-09-06 · 1 upvotes · similarity 0.48
- AI Coding System · ph · 2026-09-08 · 1 upvotes · similarity 0.48
- AI Technical Support Brain · ph · 2026-09-14 · 1 upvotes · similarity 0.47
- AIGoCode · ph · 2026-09-23 · 1 upvotes · similarity 0.47
- AI Pipeline · ph · 2026-09-15 · 1 upvotes · similarity 0.47
Other launches for this product
- No other launches for this product.
Same idea, different domain
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