Sqlsure
deterministic semantic checks for AI-generated SQL
Details
- External ID
- 48875342
- Source
- HN
- Company
- —
- Product
- Sqlsure
- Website domain
- github.com
- Launched
- July 11, 2026
- Cohort
- —
- Upvotes
- 43
- Upvotes percentile
- 0.8279569892473119
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- ai agent infrastructure and tooling
- Vertical
- Horizontal
- Function
- Compliance & governance
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- validation for ai-generated sql
- Manually corrected
- False
Could you build this?
Yes A deterministic SQL semantic validator can be implemented using existing open-source SQL parsers (such as sqlfluff, sqlglot, or AST-based linters) and custom lint rules vibe-coded in Python or TypeScript.
Discussion
7 comments analyzed.
Competitors mentioned: Looker, dbt, Spider benchmark, BIRD benchmark
Concerns raised: Fan-out double-counting example not convincing as common problem, Appears to mask bad database design rather than fix root cause, AI-written documentation is hard to comprehend, Unclear if library is better solution than existing tools
Feature requests: Support for Skills
Competitors
Other products that read as similar to this one — 1652 launches clear the similarity bar, closest 8 shown.
Attention rank: #236 of 1653 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 255 days after the earliest competitor.
- Pglens · hn · 2026-03-29 · 13 upvotes · similarity 0.67
- Dribble · hn · 2026-06-30 · 5 upvotes · similarity 0.67
- jevql · github · 2026-09-18 · 11 upvotes · similarity 0.66
- JevSDSQL · github · 2026-09-23 · 23 upvotes · similarity 0.64
- Engrim · hn · 2026-09-07 · 92 upvotes · similarity 0.62
- VaultSQL · hn · 2026-06-06 · 8 upvotes · similarity 0.61
- Vector-logic, a lightweight rules engine from first principles · hn · 2025-11-11 · 8 upvotes · similarity 0.58
- writ · github · 2026-09-21 · 9 upvotes · similarity 0.58
Other launches for this product
- No other launches for this product.
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