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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

Instagram's New Logo

https://www.theverge.com/tech/979583/this-is-instagrams-new-logo
1•embedding-shape•1m ago•0 comments

Minnesota Senate Primary: The Growing Partisan Divide over Israel

https://medium.com/freedomofthought/minnesotas-senate-primary-and-the-growing-partisan-divide-ove...
1•raynchad•2m ago•0 comments

OpenAI slows release of Astra model citing cyber capabilities

https://www.axios.com/2026/08/07/openai-astra-model-delay-cybersecurity-risks
1•Bluestein•2m ago•0 comments

The Download: Flock's new rules, cloning's future, and children's cells

https://www.technologyreview.com/2026/08/14/1142033/the-download-flock-new-rules-cloning-future/
1•joozio•7m ago•0 comments

Reliance on Vision Drove Varied Brain Development in Primates

https://trinity.duke.edu/news/brain-development-primates-research
1•wjSgoWPm5bWAhXB•9m ago•0 comments

Anthropic sees AI risks rising, no plan to release stronger "Model 2"

https://www.axios.com/2026/08/14/anthropic-model-2-ai-risk
2•ironyman•9m ago•0 comments

Auto-research with codex: How I achieved a 232x Faster Kernel

https://sankalp.bearblog.dev/autoresearch/
1•tosh•9m ago•0 comments

Chrome Web Store will remove all MV2 extensions on August 31st

https://developer.chrome.com/docs/extensions/develop/migrate/mv2-deprecation-timeline
1•insin•11m ago•0 comments

DNA reveals a society organised around women in pre-Roman Britain

https://www.newscientist.com/article/2584364-dna-reveals-a-society-organised-around-women-in-pre-...
1•Anon84•11m ago•0 comments

OpenAI rolling out ads for Europe later this month

https://openai.com/policies/eu-privacy-policy-preview/
4•notenlish•17m ago•2 comments

Rowly – find out what an anonymous user can do to your Supabase app

https://rowly.me
1•popkoren•22m ago•0 comments

Kernel Context Switch Costs and Spin Locks in Perf Profile: A Practical Study

https://medium.com/@dichenldc/kernel-context-switch-costs-and-spin-locks-in-perf-profile-a-practi...
1•birdculture•22m ago•0 comments

We checked 254,854 biggest Telegram channels. One in five is dead. tglist.io

https://tglist.io/rnd/telegram-graveyard
1•coubri•27m ago•0 comments

Working with AI Feels More Like Leadership Than Coding

https://allen.bargi.org/notes/working-with-ai-feels-like-leadership/
2•allenb•30m ago•0 comments

Vacuum birefringence and the polarized X-ray emission from a radio magnetar

https://arxiv.org/abs/2509.19446
1•westurner•35m ago•1 comments

The Rise and Fall of 3M's Floppy Disk

https://spectrum.ieee.org/3m-floppy
1•Bluestein•36m ago•0 comments

LiquidGlassSkill: Claude skill to implement Apple Liquid Glass UI styles

https://github.com/stormaref/LiquidGlassSkill
2•avestura•37m ago•0 comments

Trump directs Navy to return to steam catapults on aircraft carriers

https://thehill.com/policy/defense/6029103-trump-orders-navy-catapult-reversal/
3•vrganj•39m ago•0 comments

Roblox Is Now Under Investigation by the U.S. Senate over Child Safety

https://kotaku.com/roblox-is-now-under-investigation-by-the-u-s-senate-over-child-safety-2000724465
1•taimurkazmi•44m ago•0 comments

Kyūjō Incident

https://en.wikipedia.org/wiki/Ky%C5%ABj%C5%8D_incident
1•chistev•44m ago•0 comments

Intel CEO hints at return to the memory business – market is ripe for innovation

https://www.tomshardware.com/pc-components/dram/intel-ceo-hints-at-return-to-the-memory-business-...
2•doener•45m ago•0 comments

Men and Women Can Now Send the First Message on Bumble [pdf]

https://s202.q4cdn.com/372973788/files/doc_news/2026/Aug/11/Chat-XP-Release-for-IR-Site.pdf
1•doener•48m ago•0 comments

Show HN: Gogc98 – live visualisation of the go allocator and GC

https://github.com/MichaelMure/gogc98
1•michaelmure•48m ago•0 comments

HyperOSUnfucker is an Android app that unlocks hidden system performance

https://github.com/Enki013/hyperosunfcker
2•Bluestein•51m ago•0 comments

TTSProof Automated failure-mode QA for text-to-speech systems

https://pypi.org/project/ttsproof/
1•Bluestein•54m ago•0 comments

Commodore 64 raycasting in 160x200 with textures [video]

https://www.youtube.com/watch?v=A-jgsFJfmS8
1•sandebert•57m ago•0 comments

Kessler Syndrome

https://en.wikipedia.org/wiki/Kessler_syndrome
3•chistev•57m ago•0 comments

An office suite for the intelligence age

https://macro.com/
2•gritzko•57m ago•0 comments

Training AI Scientists to Replicate Research

https://inherentlabs.ai/research/training-to-replicate
1•dhruv3006•58m ago•0 comments

Macro is a unified workspace for teams

https://github.com/macro-inc/macro
1•gritzko•58m ago•0 comments