Audit: Code Attribution Tracker
Know who — or which AI — wrote every line in your codebase
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This is 1 of 111 launches in developer productivity and workflow management — see how it stacks up on momentum and crowding →
170 other launches read as similar to this one →
Details
- External ID
- 1277743
- Source
- PH
- Company
- —
- Product
- Audit: Code Attribution Tracker
- Website domain
- producthunt.com
- Launched
- Oct. 13, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.33
- Tags
- Website Builder, Developer Tools, Artificial Intelligence
Description
Hello Product Hunt community! 👋 We built Audit because modern software development is fundamentally changing. Today, engineering teams aren't just writing code by hand—they are collaborating with GitHub Copilot, Cursor Agent, Claude Code, and ChatGPT. Yet our version control tools still treat every line of code as if a human typed it character-by-character.
Enrichment
- Niche
- developer productivity and workflow management
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- code attribution tracker for human and ai-written lines
- Manually corrected
- False
Could you build this?
Partial A basic UI dashboard is straightforward, but tracking token-level or line-level source attribution across varied IDEs, agents, and Git commits requires deep telemetry and editor extensions.
What it would actually take: Requires custom IDE plugins (VS Code, JetBrains) or Git hooks that hook into editor buffer change events, diffing keystrokes against external AI completions in real-time, coupled with a backend service to parse and correlate AST-level provenance before commits.
Competitors
Other products that read as similar to this one — 170 launches clear the similarity bar, closest 8 shown.
Attention rank: #96 of 171 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 337 days after the earliest competitor.
- Git why · hn · 2026-04-11 · 11 upvotes · similarity 0.49
- Tracking AI Code with Git AI · hn · 2025-11-10 · 6 upvotes · similarity 0.43
- Arcjet for AI coding agents · ph · 2026-10-09 · 14 upvotes · similarity 0.42
- Claudit · hn · 2026-02-11 · 7 upvotes · similarity 0.42
- code-quality · github · 2026-09-21 · 12 upvotes · similarity 0.41
- ship-ready · github · 2026-10-09 · 14 upvotes · similarity 0.40
- CleanCode · ph · 2026-09-14 · 1 upvotes · similarity 0.40
- Agent Skills by stark AI · ph · 2026-09-15 · 3 upvotes · similarity 0.40
Other launches for this product
- No other launches for this product.