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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

Childhood and Education #18: Do the Math

https://thezvi.substack.com/p/childhood-and-education-18-do-the
1•paulpauper•7m ago•0 comments

Fragnesia: Linux Kernel Local Privilege Escalation via ESP-in-TCP

https://www.wiz.io/blog/fragnesia-linux-kernel-local-privilege-escalation-via-esp-in-tcp
1•keyle•7m ago•0 comments

Cyber Lack of Security and AI Governance

https://thezvi.substack.com/p/cyber-lack-of-security-and-ai-governance
1•paulpauper•7m ago•0 comments

OpenAI Daybreak

https://openai.com/daybreak/
1•jonbaer•9m ago•0 comments

Marx's Theory of Alianation of Labor

https://en.wikipedia.org/wiki/Marx%27s_theory_of_alienation
3•steven_noble•16m ago•2 comments

Where the Microsoft-OpenAI economics currently stand, incl capex

https://twitter.com/amir/status/2054669172240707676
1•cwwc•17m ago•0 comments

Nick and Tristan's Interview with Tyler Cowen

https://www.outrageousfortune.ca/p/nick-and-tristans-interview-with
1•paulpauper•21m ago•0 comments

Xkcd 3233 – Make It Myself

https://xkcd.com/3233/
2•arm32•21m ago•1 comments

What we learned using AI agents to refactor a monolith

https://1password.com/blog/what-we-learned-using-ai-agents-to-refactor-a-monolith
1•cdrnsf•22m ago•0 comments

Show HN: Petri – Drop-in Postgres image that forks a DB per test

https://github.com/taktekhq/petri
1•nizarmah•23m ago•0 comments

AI, Player-Coaches, and Fixing the Management Problem

https://www.axamy.com/blog/ai-player-coaches-and-fixing-the-management-problem
1•jhonovich•38m ago•15 comments

Not Forgotten – Maui Fire Relief – StartUp Non-Profit-Documentary [video]

https://www.youtube.com/watch?v=uXSO3iehL9U
1•pgroverman•38m ago•0 comments

Show HN: Showing the same info in 248 different UI

https://whoareyou.infiniwa.com/
1•ym705•38m ago•0 comments

The anti-minimalist backlash is the bigger story behind Oxygen's revival

https://filipfila.wordpress.com/2026/05/10/the-anti-minimalist-backlash-is-the-bigger-story-behin...
1•birdculture•39m ago•0 comments

The Smartphone Market Is Cracking

https://asymco.com/2026/05/13/the-smartphone-market-is-cracking/
1•ndr42•42m ago•0 comments

Old film camera can now shoot 4K video, 26MP RAW files without any modifications

https://www.digitalcameraworld.com/cameras/film-cameras/im-obsessed-with-retro-cameras-this-gadge...
1•teleforce•44m ago•0 comments

Intercom changes name to Fin

https://www.intercom.com/blog/today-intercom-becomes-fin/
15•RyanShook•45m ago•8 comments

Chinese EVs take the world by storm

https://www.nbcnews.com/world/asia/chinese-evs-take-world-storm-united-states-rcna344680
3•lxm•47m ago•0 comments

MathScroll: Infinitely Scroll Mathematics

https://projects.ollybritton.com/mathscroll/
1•pykello•50m ago•0 comments

New Yuri Anime Has Girls Duking It Out in Street Fighter 6 (and Falling in Love)

https://kotaku.com/young-ladies-dont-play-fighting-games-street-fighter-6-2000692424
1•PaulHoule•52m ago•0 comments

CEOs Say Layoffs Are AIs Fault–But Some Experts Think Companies Are Lying|Forbes

https://www.forbes.com/sites/maryroeloffs/2026/05/07/ceos-say-layoffs-are-ais-fault-but-some-expe...
2•Baljhin•52m ago•1 comments

Show HN: I made a minimalistic Tower Defense Game – iOS – Looking for feedbacks

https://voidgame.app/
1•pompeii•53m ago•0 comments

Video Is Different at 360p

https://www.youtube.com/watch?v=UCBAqaT4SQc
1•philo23•54m ago•0 comments

Software Engineers Are Obsolete

https://idiallo.com/blog/everyone-is-better-than-you
2•ilreb•57m ago•0 comments

Robyx-AI, Your AI staff, managed from chat

https://github.com/terrordrummer/robyx-ai
1•robyxyz•59m ago•0 comments

Code Structure Evolution: When Software Outlives Its Reasons

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6761138
1•camilochs•1h ago•0 comments

I Launched the Answer to TanStack Supply Chain Attack, Same Day It Happened

https://www.stackgraveyard.dev/
1•tlseternal•1h ago•0 comments

What a launch on product-hunt, without paying anyone gets you

https://docsalot.dev/blog/what-i-learned-launching-docs-benchmark-on-product-hunt
1•fazkan•1h ago•0 comments

Heritability Puzzlers

https://dynomight.net/heritable/
3•ajdecon•1h ago•0 comments

59000-year-old Neanderthal tooth may be oldest evidence of dentistry

https://www.scientificamerican.com/article/59-000-year-old-neanderthal-tooth-may-be-oldest-eviden...
1•andsoitis•1h ago•0 comments