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Agentic Data Analysis with Claude Code

Details

External ID
47325702
Source
HN
Company
—
Product
Agentic Data Analysis with Claude Code
Website domain
rubenflamshepherd.com
Launched
March 10, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.2853628536285363
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

Hey HN, as a former data analyst, I’ve been tooling around trying to get agents to do my old job. The result is this system that gets you maybe 80% of the way there. I think this is a good data point for what the current frontier models are capable of and where they are still lacking (in this case — hypothesis generation and general data intuition).Some initial learnings: - Generating web app-based reports goes much better if there are explicit templates/pre-defined components for the model to use. - Claude can “heal” broken charts if you give it access to chart images and run a separate QA loop.Would either feedback from the community or to hear from others that have tried similar things!

Enrichment

Theme
AI agent frameworks and developer tools
Vertical
Horizontal
Function
Analytics & BI
Audience
Developer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
data analysis with claude code
Manually corrected
False

Could you build this?

Yes It is an agentic workflow orchestration script combining SQL execution, Claude API calls, and automated report generation.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 427 launches clear the similarity bar, closest 8 shown.

Attention rank: #311 of 428 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 131 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.