Crespo
Tree-sitter AST blueprints instead of raw code for LLMs
Details
- External ID
- 48625319
- Source
- HN
- Company
- —
- Product
- Crespo
- Website domain
- github.com
- Launched
- June 22, 2026
- Cohort
- —
- Upvotes
- 14
- Upvotes percentile
- 0.6885245901639344
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- ML inference and model optimization
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- ast blueprints for llms instead of raw code
- Manually corrected
- False
Could you build this?
Yes Extracting code structures and AST blueprints using existing Tree-sitter language bindings is a standard CLI/scripting task well suited for AI-assisted development.
Discussion
1 comment analyzed.
Feature requests: Rewrite README in human voice, remove AI writing style
Competitors
Other products that read as similar to this one — 1324 launches clear the similarity bar, closest 8 shown.
Attention rank: #423 of 1325 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 235 days after the earliest competitor.
- KillSwitch · hn · 2026-09-19 · 10 upvotes · similarity 0.64
- Onboard-CLI, a LLM powered and AST-based tool to visualize codebase · hn · 2026-07-08 · 24 upvotes · similarity 0.59
- Sentrint, a security scanner for projects build with LLMs · hn · 2026-08-20 · 6 upvotes · similarity 0.58
- B-IR · hn · 2026-01-12 · 62 upvotes · similarity 0.58
- jevify · github · 2026-09-19 · 35 upvotes · similarity 0.58
- Tokensift, an open-sourced token-efficiency linter for LLM prompts · hn · 2026-08-29 · 6 upvotes · similarity 0.56
- Anki-LLM · hn · 2025-11-02 · 60 upvotes · similarity 0.55
- Tiny-vLLM · hn · 2026-05-29 · 205 upvotes · similarity 0.55
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a dev tools tool for Sales yet.