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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

Vox Pop – guess what percent of people agree with you

https://voxpop-delta.vercel.app/
1•henrychannel•1m ago•0 comments

A Scorecard for the AI Age

https://openai.com/index/a-scorecard-for-the-ai-age/
2•yruzin•4m ago•0 comments

RDMA in gVisor: A Deep Dive into GPU Networking

https://atoniolo76.github.io/writing/post/rdma-in-gvisor
3•atoniolo76•10m ago•0 comments

Texas Court Orders Adult Site Domain Locked for AV Violations

https://www.xbiz.com/news/299218/texas-court-orders-adult-site-domain-locked-for-av-violations
1•us0r•11m ago•1 comments

Does operational privacy guidance change code generated by Qwen?

https://github.com/broodingGoat/qwen-privacy-codegen-pilot
1•sushaantmujoo•17m ago•0 comments

Northwestern's Phantom Twist spins at 1,500 RPM to evade human vision

https://runtimewire.com/article/northwestern-phantom-twist-drone-1500-rpm-motion-blur
3•ryanmerket•18m ago•0 comments

Continuous Contact (2005)

http://k-punk.abstractdynamics.org/archives/004826.html
2•DiscourseFan•24m ago•0 comments

Compiled List of over $1000 in AI/GPU/LLM Credits (100% Free)

https://sairc.vercel.app/resources
1•imranmk•27m ago•0 comments

How Claude can do your shopping

https://andrewacomb.substack.com/p/buying-screws-with-http-402
1•acombandrew•28m ago•0 comments

Majorana: "Microsoft's topological qubit is real"

https://dotient.com/blog/microsoft-majorana-particle
1•localdeclan•30m ago•0 comments

TSMC is accelerating Arizona factory buildout to capitalize on AI 'megatrend'

https://www.cnbc.com/2026/07/20/tsmc-arizona-fab-capacity-ai-chip-demand.html
2•ekorbia•32m ago•0 comments

Asymptote

https://asymptote.ualberta.ca/
3•joebig•36m ago•0 comments

The entropy tax: Why true randomness costs so much

https://psyll.com/articles/technology/cybersecurity/the-entropy-tax-why-true-randomness-costs-so-...
2•iamnow1982•36m ago•0 comments

The biggest winners of the American economy fear they're sinking fast

https://www.washingtonpost.com/technology/2026/07/19/tech-has-never-been-richer-its-workers-have-...
3•sseagull•36m ago•1 comments

Cut the number of choices you make each day; Your brain will thank you

https://apnews.com/article/too-many-choices-making-decisions-8ae0bfaac1d51cc5fc7b2e59336ff0dd
3•1659447091•38m ago•0 comments

Kevin O'Leary's view on AI is interesting, 9 minute video [video]

https://www.youtube.com/watch?v=PHhLhL1GIac
1•theMezz•40m ago•1 comments

Impro is a handbook for running a cult

https://www.seangoedecke.com/impro/
2•zdw•43m ago•0 comments

A Brief History of Computing

https://jasoneckert.github.io/myblog/a-brief-history-of-computing/
2•jasoneckert•45m ago•1 comments

Who's responsible for bug reports on old software versions?

https://pointieststick.com/2026/07/19/whos-responsible-for-bug-reports-on-old-software-versions/
1•zdw•47m ago•0 comments

What Bad Bases Are Good For

https://mathenchant.wordpress.com/2026/07/19/what-bad-bases-are-good-for/
2•jamespropp•48m ago•0 comments

FileVault on versus Off on Apple Silicon Macs

https://derflounder.wordpress.com/2026/07/18/filevault-on-versus-off-on-apple-silicon-macs/
2•zdw•48m ago•0 comments

Show HN: Deploy AI agent in 5 lines of code

https://www.custodianlabs.io
1•sherryf123•51m ago•1 comments

Trump to fund MAGA-aligned projects in Europe as he reorders US aid

https://www.ft.com/content/1cb986a4-2428-4e64-a559-7867cfa1a3e3
4•petethomas•52m ago•0 comments

Haunt 0.4.0 Released

https://git.dthompson.us/haunt/commit/?id=100da093a804f04d3b10c9db49da663f2246c446
1•birdculture•53m ago•0 comments

AI should have senior lawyers sharpening their hunting spears

https://www.ft.com/content/905e18e6-f054-4995-b5a7-0ff52a65ae57
3•petethomas•57m ago•0 comments

MSI Slyly Shows Off an Upcoming DLC AMD EPYC Venice Platform

https://www.servethehome.com/msi-slyly-shows-off-an-upcoming-dlc-amd-epyc-venice-platform-with-cd...
1•ksec•59m ago•1 comments

Pastors Using AI to Help Write Sermons Grapple with Where to Draw the Line

https://www.wsj.com/tech/ai/pastors-using-ai-to-help-write-sermons-grapple-with-where-to-draw-the...
2•bookofjoe•1h ago•3 comments

Show HN: Promptdna.org- a community library of composable prompt blocks with MCP

https://promptdna.org
1•impendingchange•1h ago•0 comments

I Read the Bonsai 27B Paper. What You Gain–and Lose–With 1-Bit Compression

https://medium.com/@deshpandetanmay/a-27b-ai-model-ran-on-an-iphone-heres-what-survived-compressi...
2•tanmaydesh5189•1h ago•0 comments

Show HN: A self-hosted AI that turns Hacker News into a daily briefing

https://github.com/RecNes/hn-ai-summarizer
1•SencerH•1h ago•0 comments