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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•1y ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•1y ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions

Digital Deli, 1984 book by early PC hackers and enthusiasts

https://www.atariarchives.org/deli/
1•achairapart•2m ago•0 comments

Why agentic AI needs better experts

https://www.spinellis.gr/blog/20260708/
1•DSpinellis•2m ago•0 comments

99% of people on Earth will get sunlight at the same time this Wednesday

https://www.aljazeera.com/news/2026/7/8/99-of-people-on-earth-will-get-sunlight-at-the-same-time-...
1•thunderbong•3m ago•0 comments

Show HN: Open-weights VLA model for 20 robot embodiments (code and checkpoints)

https://github.com/robbyant/lingbot-vla-v2
1•jinqueeny•4m ago•0 comments

Bridging the gap between platform engineering and business value

https://www.thoughtworks.com/insights/blog/platforms/bridging-the-gap-between-platform-engineerin...
1•javaeeeee•6m ago•0 comments

Context Doesn't Scale with People

https://syncless.ai/articles/how-to-let-our-agents-sync-from-start
1•mountainview•6m ago•0 comments

LLM Pipeline Autonomously Produces Novel Physics Research Paper

https://arxiv.org/abs/2607.02329
1•javaeeeee•7m ago•0 comments

Home Office's glitchy eVisa rollout lands ICO in campaigners' crosshairs

https://www.theregister.com/software/2026/07/08/home-offices-glitchy-evisa-rollout-lands-uk-priva...
1•jjgreen•9m ago•1 comments

Show HN: Qroole – A fast, lightweight, and free QR menu platform

https://qroole.com/
1•qroolecom•10m ago•0 comments

A Measurement Study on the Adoption of Pledges and Unveils in the OpenBSD OS

https://arxiv.org/abs/2607.03056
1•iamnothere•14m ago•0 comments

Muse Image and Muse Video

https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/?_fb_noscript=1
1•vincent_s•15m ago•0 comments

The Weird Future of User Interfaces [video]

https://www.youtube.com/watch?v=f32W5BEzWN0
1•enritarta•24m ago•0 comments

Why Is This Dependency Here?

https://bomly.dev/blog/why-is-this-dependency-here
1•ahmed3lmallah•25m ago•0 comments

What Every AI Builder Learns the Hard Way [video]

https://www.youtube.com/watch?v=aLYwPoG2dNI
3•cms4dlols•28m ago•0 comments

Landmark cancer trial shows success against an 'undruggable' cancer

https://www.nature.com/articles/d41586-026-01760-w
1•prabal97•28m ago•0 comments

Breaktheprompt.xyz

https://www.breaktheprompt.xyz/
1•amenghra•35m ago•1 comments

What Did Banning Airbnbs in NYC Accomplish?

https://datastream.substack.com/p/what-did-banning-airbnbs-in-nyc-accomplish
2•racketracer•43m ago•1 comments

Making AI Code Review Measurable

https://azuanz.com/posts/making-ai-code-review-measurable/
2•azuanrb•47m ago•0 comments

Show HN: Trace – open-source, self-organizing memory for LLM agents (PyPI)

https://github.com/husain34/TRACE
2•Husain_Ghulam•48m ago•0 comments

Open-Source Firmware for PicoCalc/Cardputer/Video Game Module/ESP32/Raspberry

https://github.com/jblanked/Picoware
3•ngaut•50m ago•0 comments

Living Your Truth as an Uptight Prig

https://www.cartoonshateher.com/p/living-your-truth-as-an-uptight-prig
2•jger15•53m ago•0 comments

Unicode's Transliteration Rules Are Turing-Complete

https://seriot.ch/computation/uts35/
4•beefburger•53m ago•2 comments

EU court rejects Apple's challenges to bloc's Big Tech rulebook

https://www.euractiv.com/news/eu-court-rejects-apples-challenges-to-blocs-big-tech-rulebook/
2•doener•56m ago•0 comments

The General Court dismisses Apple's actions over its designation as a gatekeeper [pdf]

https://curia.europa.eu/site/upload/docs/application/pdf/2026-07/cp260096en.pdf
3•ColinWright•1h ago•0 comments

Crypto Pin Bars Form and How to Detect Them: Lessons from a $19B Liquidation

https://medium.com/@DolphinDB_Inc/how-crypto-pin-bars-form-and-how-to-detect-them-lessons-from-a-...
3•yiweileng•1h ago•0 comments

Grok 4.5 arriving tomorrow

https://twitter.com/elonmusk/status/2074740539874775163
1•hit8run•1h ago•2 comments

Fibonacci's Real Mathematical Legacy

https://blogs.nature.com/aviewfromthebridge/2017/04/20/fibonaccis-mathematical-legacy/
3•ColinWright•1h ago•1 comments

Fiszki flashcards without an app: your AI quizzes you, FSRS keeps score

https://fiszki.zuzanow.pl/login
1•fiszki•1h ago•0 comments

Time to kill at Temple Meads. What's up with platform 2? Where is platform 14?

https://old.reddit.com/r/uktrains/comments/1uo9lwn/had_some_time_to_kill_at_temple_meads_whats_up/
1•ColinWright•1h ago•0 comments

Apple held accountable under the DMA

https://fsfe.org/news/2026/news-20260708-01.en.html
2•softwarefreedom•1h ago•1 comments