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Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

We built Cursor, but for data transformations (open source)

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HN · launched Mar 27, 2026 · 5 upvotes (top 89%) · 0 views

Niche: database and data quality tools · 104 launches, 7 in the last 7 days ▼ -22% · Explore this niche →

Category and tags

  • Horizontal
  • Data infrastructure
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Partial A VS Code fork or bespoke editor UI paired with an LLM for SQL/Python is achievable, but robust AST parsing, data lineage graph engines, and live query execution sandboxes require deeper systems expertise.

What it would actually take: The architecture involves an Electron/Monaco-based editor or VS Code extension combined with a local LSP server that constructs an in-memory SQL/Python DAG using tools like SQLGlot or DuckDB. The hard part is building reliable semantic diffing and automated data validation test loops across multi-stage transformation graphs without corrupting execution states. A solo vibe coder can build an LLM SQL assistant UI, but reliable interactive lineage execution requires significant compiler and database systems expertise.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one : 909 launches clear the similarity bar, closest 8 shown.

Attention rank: #827 of 910 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 146 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.