Benchmark your team's AI coding security posture
Details
- External ID
- 45823379
- Source
- HN
- Company
- —
- Product
- —
- Website domain
- —
- Launched
- Nov. 5, 2025
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.0982532751091703
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Description
Hi HN.We launched a free AI Coding Risk Assessment tool to help engineering teams and businesses benchmark the security and compliance posture of their AI coding workflows and policies against peers in the industry. This anonymous 24-question survey delivers:- A 0–100 risk score that measures your AI coding security posture- A live benchmark that compares your AI-assisted development practices with peers- A research-based checklist that identifies improvement areasWe're seeing more and more clients signal their concerns about the sudden increase of source code written by AI coding agents that nobody’s fully watching or even knows how to oversee. That’s why we created this open benchmarking tool.We hope this will help companies identify where they stand, compare themselves to the market, and take concrete, actionable steps to leverage AI at scale.Thanks for reading, we are keen to hear your thoughts!Link: https://ai-risk.codacy.com/
Enrichment
- Theme
- AI coding agents and developer tools
- Vertical
- Security
- Function
- Observability & eval
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- security benchmark for ai-assisted coding
- Manually corrected
- False
Could you build this?
Yes This is a 24-question survey form that computes a weighted risk score (0-100) and displays benchmark comparison charts.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one — 293 launches clear the similarity bar, closest 8 shown.
Attention rank: #279 of 294 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 1 day after the earliest competitor.
- Is AI "good" yet? · hn · 2026-02-02 · 16 upvotes · similarity 0.53
- Atrophy · hn · 2026-07-07 · 5 upvotes · similarity 0.51
- Harden · ph · 2026-09-09 · 396 upvotes · similarity 0.47
- Spec27 · hn · 2026-04-30 · 13 upvotes · similarity 0.45
- sloppy · github · 2026-09-10 · 13 upvotes · similarity 0.45
- benchboard · github · 2026-09-18 · 18 upvotes · similarity 0.45
- misalignment · github · 2026-09-20 · 30 upvotes · similarity 0.45
- Open Benchmarks Grants– a $3M commitment to close the AI eval gap · hn · 2026-02-11 · 6 upvotes · similarity 0.44
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.