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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

Stop complaining about enshittification. Use the alternatives

https://a.l3x.in/blog/use-the-unshittified-alternatives/
1•alexfortin•1m ago•0 comments

Show HN: Veil – Zero-knowledge messenger with post-quantum encryption

https://tryveil.app/architecture
1•veil-im•1m ago•0 comments

US bars Microsoft, Adobe, and major IT firms from green card program

https://techcrunch.com/2026/10/08/us-bars-microsoft-adobe-and-major-it-firms-from-green-card-prog...
1•owenthejumper•7m ago•0 comments

Three Sweltering Days Shredding the High Seas

https://defector.com/i-spent-three-sweltering-days-shredding-the-high-seas-at-jogging-pace-and-it...
1•lantry•9m ago•0 comments

Mind, Amplified Now in Beta

https://www.archii.ai/
1•lbrendle•12m ago•1 comments

Richard Garriott is officially regaining control of the Ultima series

https://www.videogameschronicle.com/news/richard-garriott-is-officially-regaining-control-of-the-...
3•lnguyen•12m ago•0 comments

Tips for Startup Companies (2007)

http://philip.greenspun.com/business/startup-tips/
1•mosesk•14m ago•0 comments

Reducing undefined behavior in the C language

https://lwn.net/Articles/1095811/
3•signa11•15m ago•0 comments

Tor browser based encrypted file sharing

https://blackhole-fileshare.nexxuz.co/
2•TheNexxuz•18m ago•1 comments

Show HN: Moching – AI desktop agent with 219 built-in tools (Rust)

https://github.com/moching-ai-dev/moching
1•moching_ai_dev•18m ago•0 comments

US disrupts Chinese hacking tools as 7 govts warn of PRC spies

https://www.theregister.com/security/2026/10/08/us-disrupts-chinese-hacking-tools-as-7-govts-warn...
3•snarky-comments•18m ago•0 comments

Trump: Anyone saying "AI" is "THE ENEMY"; The White House uses it

https://www.axios.com/2026/10/08/trump-ai-super-intelligence-white-house
1•apical_dendrite•18m ago•1 comments

Augment Code's Next Chapter

https://www.augmentcode.com/blog/augment-code-next-chapter
1•multisport•18m ago•1 comments

Receipt for sale of Jane, age 18, and her son, Henry, age 1

https://loc.gov/pictures/resource/cph.3c25134/
2•alex000kim•21m ago•0 comments

Disney will stream Super Bowl this year

https://variety.com/2026/tv/news/disney-plus-streaming-super-bowl-lxi-2027-1236904265/
3•mikeaskew4•25m ago•3 comments

World Models Breakthrough in 2027 – Top Researchers

https://changxu.dev/radar/world-models
3•KazaNLP•26m ago•1 comments

Vede Website

https://www.vedaos.org/
2•vahmoh25•27m ago•0 comments

Woogles.io: A FOSS Word Game Platform

https://woogles.io
2•randlet•27m ago•0 comments

How the bad science of AI doomerism is good for big business

https://thebulletin.org/2026/09/how-the-bad-science-of-ai-doomerism-is-good-for-big-business/
1•pseudolus•28m ago•0 comments

MapRoulette security incident – October 2026

https://community.openstreetmap.org/t/maproulette-security-incident-october-2026/148566
5•raybb•33m ago•0 comments

Gigabyte W775-V10-L01 GB300 AI-Workstation

https://www.servethehome.com/gigabyte-w775-v10-l01-hands-on-bringing-nvidia-gb300-deskside/
4•jacquesm•42m ago•1 comments

Jane Austen themed reading room

https://study.scrivium.com/
5•curo•42m ago•2 comments

Show HN: Run Claude Frontend with Non-Anthropic Models

https://github.com/mkornreich/llm-desktop-electron
1•enjoyyourlife•44m ago•0 comments

When should an agent own the control flow?

https://www.calm.rocks/blog/pipeline-vs-agent/
2•calmrocks•47m ago•0 comments

US Bars Microsoft, Indian Firms from Visa Program in Blow

https://news.bloomberglaw.com/daily-labor-report/us-suspends-visa-program-for-tech-firms-includin...
9•nomagicbullet•52m ago•0 comments

AHM Statement on OpenAI's October 6 Release of Mathematical Documents

https://terrytao.wordpress.com/2026/10/07/ahm-statement-on-openais-october-6-release-of-mathemati...
4•doppp•55m ago•0 comments

Is society growing stupider? The clues are simple and repeated

https://www.washingtonpost.com/opinions/2026/10/07/culture-is-getting-simpler-that-should-worry-you/
10•pseudolus•56m ago•4 comments

From 35 seconds to half a second: 70× faster dashboards in plain Postgres

https://foresite.dev/blog/postgres-daily-rollups
4•cheesemoopy•56m ago•0 comments

Ranked: The Biggest Military Drone Exporters

https://www.visualcapitalist.com/ranked-countries-exporting-most-military-drones/
6•snarky-comments•59m ago•0 comments

Bending the Curve of Discovery: AI in Science Today and Tomorrow

https://institute.deepmind.com/essays/bending-the-curve-of-discovery-ai-in-science-today-and-tomo...
5•rkp8000•1h ago•0 comments