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Ask HN: New AI-Based Software Verification by Comparing Code vs. Requirements?

2•axelr340•1d ago
I've built ProductMap AI which compares code with requirements to identify misalignments.

In embedded systems, especially where functional safety and compliance (ISO 26262, DO-178C, IEC 61508, etc.) are key, verifying that the code actually implements the requirements is critical, and time-consuming.

This new “shift left” approach allows teams to catch issues before running tests, and even detect issues that traditional testing might miss entirely.

In addition, this solution can identify automatically traceability between code and requirements. It can thus auto-generate traceability reports for compliance audits.

Here’s a short demo (Google Drive): https://drive.google.com/file/d/1Bvgw1pdr0HN-0kkXEhvGs0DHTetrsy0W/view?usp=sharing

This solution can be highly relevant for safety teams, compliance owners, quality managers, and product development teams, especially those working on functional safety.

What do you think of this new AI-powered software verification approach?

Chinese couple charged with smuggling crop-killing fungus into the US

https://www.freep.com/story/news/local/michigan/2025/06/03/chinese-citizens-charged-smuggling-harmful-fungus-for-research/84010185007/
1•737min•50s ago•0 comments

Show HN: A REST API for Accessing iOS Screen Time

https://www.thescreentimenetwork.com/api/
1•anteloper•2m ago•0 comments

Statement on California State Senate Advancing Dangerous Surveillance Bill

https://www.eff.org/deeplinks/2025/06/statement-california-state-senate-advancing-dangerous-surveillance-bill
1•noptd•2m ago•0 comments

Show HN: ClickStack – open-source Datadog alternative by ClickHouse and HyperDX

https://clickhouse.com/use-cases/observability
4•mikeshi42•7m ago•0 comments

AI Fluency: Learn to collaborate with AI efficientlyk, ethically and safely

https://www.anthropic.com/ai-fluency
1•rahimnathwani•10m ago•0 comments

Text-art minimalism web design

https://yurix.ch/blog/text-art-minimalism-design.html
1•recursivetree•10m ago•0 comments

Twitter could (somewhat) fix their encrypted DMs

https://mjg59.dreamwidth.org/71933.html
1•ingve•10m ago•0 comments

Stablecoin Firm Circle Triples After IPO Priced Above Range

https://www.bloomberg.com/news/articles/2025-06-05/circle-shares-jump-123-after-stablecoin-firm-s-1-1-billion-ipo
2•wslh•12m ago•1 comments

ICANN fee price hike by 11% [pdf]

https://itp.cdn.icann.org/en/files/contracted-parties-communications/attn-planned-variable-accreditation-fee-adjustment-24oct24-en.pdf
2•NoahZuniga•14m ago•0 comments

How a Busy Marketer Uses AI in Her Daily Work

https://ideakitchen.substack.com/p/how-a-busy-marketer-uses-ai-to-work
1•remoteworkprep•14m ago•0 comments

Show HN: Drunked Web AI game platform

https://4th-lilac.vercel.app/blog
2•ferguswhite•16m ago•0 comments

GCC 13.4 Released with 129 additional bug fixes

https://sourceware.org/pipermail/gcc/2025-June/246131.html
2•edelsohn•20m ago•0 comments

Millions in west don't know they have aggressive fatty liver disease, study says

https://www.theguardian.com/society/2025/jun/05/millions-in-west-do-not-know-they-have-aggressive-fatty-liver-disease-study-says
2•robaato•20m ago•0 comments

Programming language Dino and its implementation

https://github.com/dino-lang/dino
2•90s_dev•21m ago•0 comments

Ask HN: If I had to build a Neovim plugin, what kind of plugin should I make?

1•itsmeadarsh•21m ago•2 comments

Data center operators turning away from the grid to build their own power plants

https://insideclimatenews.org/news/05062025/texas-data-center-gas-power-plants/
1•rntn•22m ago•0 comments

Show HN: Container Use for Agents

https://github.com/dagger/container-use
7•aluzzardi•24m ago•1 comments

Show HN: Grab a Random ArXiv Paper

https://jepedersen.dk/arxiv.html
3•jegp•24m ago•0 comments

Open Source Repoprompt for Gsheets

https://twitter.com/Remytown/status/1930675333260599531
1•remyolson•25m ago•0 comments

When should a Java JIT compiler expand garbage collection barriers?

https://robcasloz.github.io/blog/2024/02/14/when-should-a-compiler-expand-garbage-collection-barriers.html
2•fanf2•26m ago•0 comments

The no-nonsense approach to AI agent development

https://vercel.com/blog/the-no-nonsense-approach-to-ai-agent-development
1•makaimc•26m ago•0 comments

Show HN: patdb: a snappy + easy + pretty TUI debugger for Python

https://github.com/patrick-kidger/patdb
2•patrickkidger•28m ago•0 comments

There's no leader quite like Toyota's Akio Toyoda

https://www.ft.com/content/7f72a25a-2323-4c57-a43b-d8b50c34f37b
1•constantinum•32m ago•0 comments

Show HN: This database never puts you on hold

https://github.com/wildcatdb/wildcat
4•diagraphic•36m ago•0 comments

Healthcare Access, Gender, and Psychedelics and Their Effects on Distress

https://www.mdpi.com/2227-9032/13/10/1158
1•PaulHoule•38m ago•0 comments

Ask HN: Can current AI models grok "Elon is Snowball"?

1•vdupras•39m ago•9 comments

Every Region Needs an AI Task Force

https://sonderuncertainly.substack.com/p/every-region-needs-an-ai-task-force
1•simonpure•39m ago•0 comments

The end of (human) coding: What happens when AI writes all the code?

https://www.cummulative.io/p/the-end-of-human-coding-what-happens
2•karimfan•41m ago•1 comments

Show HN: AI Playing Diplomacy

https://www.twitch.tv/ai_diplomacy
2•tylermarques•41m ago•0 comments

Why does Apple make a minority of developers finance the entire App Store?

https://lapcatsoftware.com/articles/2025/6/1.html
7•walterbell•41m ago•0 comments