Relium
Catch risky dbt changes before they break business metrics
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Relium is a pre-merge reliability layer for SQL and dbt. It reviews every PR, understands semantic changes, traces downstream model and KPI impact, checks warehouse evidence, and returns ALLOW / WARN / BLOCK before production. Unlike observability tools that alert after data breaks, Relium helps teams catch silent logic failures before they ship.
PH · launched Sep 25, 2026 · 57 upvotes (top 3%) · 0 views
Niche: database and data quality tools · 104 launches, 7 in the last 7 days ▼ -22% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- Not AI
- Commercial product
- SaaS
- Developer Tools
- Data & Analytics
- Vercel Day
Visit website ↗ Source listing ↗
More like this: all 104 launches in database and data quality tools →
Could you build this?
No Building a pre-merge dbt/SQL linter that performs semantic AST parsing, automated DAG lineage analysis, and dry-run query warehouse cost/impact estimation requires deep data engineering compiler and AST expertise.
What it would actually take: Requires building an advanced SQL transpiler/analyzer (e.g., using SQLGlot or custom AST parsers) that parses dbt Jinja contexts, calculates column-level lineage graph diffs, and orchestrates zero-copy warehouse clones (Snowflake/BigQuery) via GitHub App webhooks. This demands specialized domain knowledge in SQL compiler design and enterprise data warehouse internals.
Competitors
Other products that read as similar to this one : 66 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 67 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 316 days after the earliest competitor.
- Relvyn · ph · 2026-11-03 · 1 upvotes · similarity 0.48
- Relia · ph · 2026-10-05 · 6 upvotes · similarity 0.44
- RELIASTRA · ph · 2026-09-11 · 1 upvotes · similarity 0.41
- ReliaMesh · ph · 2026-10-16 · 2 upvotes · similarity 0.40
- RefinePoint · ph · 2026-10-31 · 1 upvotes · similarity 0.39
- Checksum AI · ph · 2026-08-20 · 229 upvotes · similarity 0.37
- Retrace · hn · 2026-05-12 · 14 upvotes · similarity 0.37
- sqlite-wal-doctor · github · 2026-09-25 · 20 upvotes · similarity 0.37
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