Launch Intel
A

A semantic code search tool for cross-repo context retrieval

Hacker News

A semantic code search tool for cross-repo context retrieval

I’ve been frustrated trying to get the right context when working across multiple repos in AI assisted software development. So over a weekend, I built h‑codex – a tool that can pull context from scattered repos into Cursor / Claude Code (integrated via MCP); ensuring that they’ve got the full picture when doing the plans/implementation. How it works: - Indexes the repos - Chunks code with AST for optimal chunk boundaries - Generates embeddings and stores them in pgvector for fast semantic search Check it out: https://github.com/hpbyte/h-codex

Visit productView on Hacker NewsJul 28, 2025
Share card

Actual performance

4points
1comments
Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →
Product HuntOn track for Day 1 leaderboard · Strong signals: cursor, claude, mcp · Missing: mac, agents, macos
90%90% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting
62%62% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
Hacker NewsStrong engagement from HN community · Strong signals: io · Missing: https docs, excited, just released
51%51% predicted probability of success on Hacker News, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal
39%39% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive
35%35% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue
15%15% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto
1%1% predicted probability of success on BetaList, based on ML models trained on real launch data.

Incorrect prediction on native model

Similar products

Co
Codesearch.ai – Semantic Code Search49%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Codesearch.ai – Semantic Code Search

Hacker News15
Co
Corrdex – semantic repo search using code classification and function47%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Corrdex – semantic repo search using code classification and function

Hacker News2
Se
Semantic Grep – A Word2Vec-powered search tool57%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Semantic Grep – A Word2Vec-powered search tool

Hacker News356
Bi
Biblos – Semantic Search the Church Fathers55%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Biblos – Semantic Search the Church Fathers

Hacker News6
Se
Semantica – Semantic Code Search Using Vectorized Abstract Syntax Trees60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Semantica – Semantic Code Search Using Vectorized Abstract Syntax Trees

Hacker News6
Se
Semantra – a multi-tool for semantic search61%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Semantra – a multi-tool for semantic search

Hacker News4
De
Deep Semantic Code Search64%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Deep Semantic Code Search

Hacker News6
Se
Semantic Video Search62%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Semantic Video Search

Hacker News62
Se
Semantic search for video36%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Semantic search for video

Hacker News77
Co
CocoSearch – semantic code search with syntax-aware chunking52%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

CocoSearch – semantic code search with syntax-aware chunking

Hacker News2
Browse all productsAnalyze your launch