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

2•axelr340•8mo 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?

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https://github.com/chenyanchen/mermaid-formatter
1•astm•12m ago•0 comments

RFCs vs. READMEs: The Evolution of Protocols

https://h3manth.com/scribe/rfcs-vs-readmes/
2•init0•19m ago•1 comments

Kanchipuram Saris and Thinking Machines

https://altermag.com/articles/kanchipuram-saris-and-thinking-machines
1•trojanalert•19m ago•0 comments

Chinese chemical supplier causes global baby formula recall

https://www.reuters.com/business/healthcare-pharmaceuticals/nestle-widens-french-infant-formula-r...
1•fkdk•22m ago•0 comments

I've used AI to write 100% of my code for a year as an engineer

https://old.reddit.com/r/ClaudeCode/comments/1qxvobt/ive_used_ai_to_write_100_of_my_code_for_1_ye...
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Looking for 4 Autistic Co-Founders for AI Startup (Equity-Based)

1•au-ai-aisl•34m ago•1 comments

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https://blog.postman.com/new-capabilities-march-2026/
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What changed in tech from 2010 to 2020?

https://www.tedsanders.com/what-changed-in-tech-from-2010-to-2020/
2•endorphine•40m ago•0 comments

From Human Ergonomics to Agent Ergonomics

https://wesmckinney.com/blog/agent-ergonomics/
1•Anon84•43m ago•0 comments

Advanced Inertial Reference Sphere

https://en.wikipedia.org/wiki/Advanced_Inertial_Reference_Sphere
1•cyanf•45m ago•0 comments

Toyota Developing a Console-Grade, Open-Source Game Engine with Flutter and Dart

https://www.phoronix.com/news/Fluorite-Toyota-Game-Engine
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Typing for Love or Money: The Hidden Labor Behind Modern Literary Masterpieces

https://publicdomainreview.org/essay/typing-for-love-or-money/
1•prismatic•48m ago•0 comments

Show HN: A longitudinal health record built from fragmented medical data

https://myaether.live
1•takmak007•51m ago•0 comments

CoreWeave's $30B Bet on GPU Market Infrastructure

https://davefriedman.substack.com/p/coreweaves-30-billion-bet-on-gpu
1•gmays•1h ago•0 comments

Creating and Hosting a Static Website on Cloudflare for Free

https://benjaminsmallwood.com/blog/creating-and-hosting-a-static-website-on-cloudflare-for-free/
1•bensmallwood•1h ago•1 comments

"The Stanford scam proves America is becoming a nation of grifters"

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3•cwwc•1h ago•0 comments

Elon Musk on Space GPUs, AI, Optimus, and His Manufacturing Method

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X (Twitter) is back with a new X API Pay-Per-Use model

https://developer.x.com/
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Zlob.h 100% POSIX and glibc compatible globbing lib that is faste and better

https://github.com/dmtrKovalenko/zlob
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https://github.com/mabrucker85-prog/Project_Lance_Core
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Scientists Discover Levitating Time Crystals You Can Hold, Defy Newton’s 3rd Law

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When Michelangelo Met Titian

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Solving NYT Pips with DLX

https://github.com/DonoG/NYTPips4Processing
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Baldur's Gate to be turned into TV series – without the game's developers

https://www.bbc.com/news/articles/c24g457y534o
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https://www.youtube.com/watch?v=40SnEd1RWUU
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EchoJEPA: Latent Predictive Foundation Model for Echocardiography

https://github.com/bowang-lab/EchoJEPA
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Disablling Go Telemetry

https://go.dev/doc/telemetry
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Effective Nihilism

https://www.effectivenihilism.org/
1•abetusk•1h ago•1 comments

The UK government didn't want you to see this report on ecosystem collapse

https://www.theguardian.com/commentisfree/2026/jan/27/uk-government-report-ecosystem-collapse-foi...
5•pabs3•1h ago•0 comments

No 10 blocks report on impact of rainforest collapse on food prices

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3•pabs3•1h ago•0 comments