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Rudel

Claude Code / Codex sessions reveals 9 types of AI coder

Details

External ID
48009166
Source
HN
Company
—
Product
Rudel
Website domain
rudel.ai
Launched
May 4, 2026
Cohort
—
Upvotes
5
Upvotes percentile
0.1147011308562197
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

Claude Code / Codex session metadata can actually tell a story about how you work with AI coding agents.50 days ago we posted about analyzing 1.6k Claude Code sessions from our own team. Skills were used in 4% of sessions, 26% were abandoned early, and we had no real benchmark for what good looked like.Now across 20k+ sessions, we started looking at behavior patterns from derived session metadata: consistency, intensity, session shape, repo breadth, output, cost intensity, and model range.Nine archetypes fell out, which we turned into playful cards.We built a Spotify Wrapped meets trading cards experience on top of the classifier: upload your sessions and get a story about how you use AI coding agents.The classifier runs on metadata like duration, token counts, model mix, repo count, and commit rates.Create yours today. It’s free and open source: https://app.rudel.ai/wrappedRepo: https://github.com/obsessiondb/rudel

Enrichment

Theme
Claude integrations and coding agents
Vertical
Horizontal
Function
Analytics & BI
Audience
Developer
AI stance
AI feature
Project type
Hobby / open-source project
Normalized one-liner
analysis of ai coding agent patterns
Manually corrected
False

Could you build this?

Yes Analyzing local JSON/log files generated by Claude Code or Codex sessions to classify developer archetypes is a standard data parsing, heuristic scoring, and dashboard display task.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 353 launches clear the similarity bar, closest 8 shown.

Attention rank: #311 of 354 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 179 days after the earliest competitor.

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Same idea, different domain

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