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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

The Tao of Acme

https://chai.guru/pub/plan9/mirrors/tao-of-acme.html
1•naltun•1m ago•0 comments

Mamdani is the most popular elected official in NYC: poll

https://www.nydailynews.com/2026/09/23/mamdani-is-the-most-popular-elected-official-in-nyc-poll/
1•downbad_•1m ago•0 comments

Democratic megadonor who gave to Gavin Newsom and Kamala Harris linked to murky

https://nypost.com/2026/09/22/us-news/california-donor-faces-scrutiny-over-alleged-chinese-spy-ties/
1•harry_nutsachs•1m ago•0 comments

Probing picosecond depairing currents in type-II superconductors

https://www.nature.com/articles/s41567-026-03469-z
2•PaulHoule•4m ago•0 comments

Ask HN: How would you know if you have learned something?

1•rearview•5m ago•0 comments

SciUniverse: Can frontier models carry out scientific work?

https://c5r.net/sciuniverse/
4•famouswaffles•7m ago•0 comments

Compio: A thread-per-core async Rust runtime with IOCP/io_uring/polling

https://github.com/compio-rs/compio
2•bootlegbilly•10m ago•0 comments

Swarm Scaling

https://www.tobyord.com/writing/swarm-scaling
2•louiereederson•15m ago•0 comments

Cracking VFPU math functions using Claude (Sony PSP)

https://www.ppsspp.org/blog/vfpu-math-re/
3•hrydgard•17m ago•1 comments

ZeroDrift – A small model that finds and fixes compliance violations

https://zerodrift.com/model/anchor-3-benchmark
2•chobberoni•18m ago•0 comments

Show HN: Dunara

https://dunara-studio.com/
1•grebmann•18m ago•0 comments

Flux 3 Action Tops RoboLab, but Large Companies Can't Use It in a Product

https://topicqueue.substack.com/p/flux-3-action-tops-robolab-but-larger
1•DISCURSIVE•19m ago•0 comments

Astronomers capture an unprecedented view of gas giant formation in action

https://phys.org/news/2026-09-astronomers-capture-unprecedented-view-gas.html
3•PeterCorless•20m ago•0 comments

China Holds Sensitive F-35 Parts Diverted to Hong Kong from Australia

https://www.bloomberg.com/news/articles/2026-09-23/china-is-holding-sensitive-f-35-parts-diverted...
3•rbanffy•22m ago•1 comments

The "C" Word

https://blog.coredump.cx/p/the-c-word
2•zdw•22m ago•1 comments

Restaurants Are Using AI to Advertise Their Food and It's Making People Sick

https://www.wsj.com/tech/ai/restaurants-ai-food-image-generators-advertisements-efb787a9
2•victor106•23m ago•0 comments

Topcoat is pushing the boundary of server applications with Rust

https://tokio.rs/blog/2026-09-24-topcoat-server-applications
1•carllerche•24m ago•0 comments

Global Chat

https://global-chat.jojoban842.workers.dev/
1•theredpainter•24m ago•0 comments

Show HN: Offline recorder and transcriber on your MacBook's notch

https://memorynotch.app/
4•choyiny•25m ago•0 comments

Dailies: Daily games with friends and family, in your texts

https://www.dailies.world/
1•dvdhutch•25m ago•1 comments

Quanta's Thomas Lin Trusts the Public Can Handle Complex Ideas

https://www.insidehighered.com/opinion/columns/public-scholar/2026/09/08/quantas-thomas-lin-trust...
2•digital55•27m ago•0 comments

Sourcehut account takeover via build logs (XSS in ansi2html)

https://blog.arusekk.pl/posts/srht-account-takeover/
6•arusekk•32m ago•0 comments

A new data layer for robot learning

https://rerun.io/blog/data-layer-for-robot-learning
2•intrepidsoldier•33m ago•0 comments

How to stay smart in the age of AI: the science of critical thinking

https://www.nature.com/articles/d41586-026-02930-6
3•digital55•33m ago•0 comments

Why AI companies don't need new laws

https://twitter.com/Paul__Walsh/status/2102801667657748720
2•MrBuddyCasino•34m ago•1 comments

Alexandr Wang Is Meta's Not-So-Secret Weapon in the AI Agent Promo War

https://www.businessinsider.com/alexandr-wang-meta-muse-social-media-posts-pr-strategy-2026-9
3•Anon84•35m ago•0 comments

Tech leaders to UN: For sake of humanity, please control the AI tech we created

https://apnews.com/article/ai-artificial-intelligence-un-security-council-64519ea66b38e2600026f44...
5•ChrisArchitect•38m ago•3 comments

Anwar Gargash: Caught in the Middle of the Iran War, Foreign Affairs [video]

https://www.youtube.com/watch?v=zd4kPmPGgDk
1•verdverm•38m ago•0 comments

Show HN: XYVEL Trip – plan a trip in one sentence, with prices

https://xyvel.ch/en/trip
1•gladia92soussa•40m ago•0 comments

August 27 TCRF DDoS Attack Postmortem

https://blog.xkeeper.net/the-cutting-room-floor/tcrf-2026-ddos-postmortem/
2•panic•40m ago•0 comments