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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

Khavda Renewable Energy Park

https://en.wikipedia.org/wiki/Gujarat_Hybrid_Renewable_Energy_Park
1•Betelbuddy•1m ago•0 comments

Fork of antirez h3.c highly optimized for CUDA and DGX Spark (~15.5x speedup)

https://github.com/0xSufi/h3.c
1•binyu•2m ago•0 comments

Show HN: I turned Apple-style scroll-video websites into a reusable AI skill

https://github.com/musoyangrigor/scroll-video-website-skill
1•MusoyanGrigor•2m ago•0 comments

Hotcrp.com – AI agents and bot accounts

https://hotcrp.com/news/2026/ai-agents-202608
3•sneela•4m ago•0 comments

Show HN: Namo_complete: a non-obtrusive AI autocomplete for the bash terminal

https://github.com/namo-robotics/namo_complete
1•davidwbrwn•5m ago•0 comments

DefCon 34 – Stalking the Wily Hacker: 40 years later – Cliff Stoll [video]

https://www.youtube.com/watch?v=656058JxTM0
1•JKCalhoun•6m ago•0 comments

Show HN: Stash, turn your Instagram saves into notes Claude finds on its own

https://github.com/Parthuss/stash
1•ParthAkholkar•8m ago•0 comments

Liberté, Égalité, and Standardization of Recurring Tasks

https://drjeffmoore.substack.com/p/liberte-egalite-and-standardization
1•jpmoo•8m ago•0 comments

Turn Any Screenshot into a Shareable Link

https://medium.com/@chris.ahrweiler/turn-any-screenshot-into-a-shareable-link-f7715957f491
1•docjojo•12m ago•0 comments

Ask HN: At what point does "clean architecture" become technical debt?

1•kiops•13m ago•0 comments

Training Dyna-2 at million-hour scale, repeatably

https://www.dyna.co/research/dyna-2-infrastructure
1•intrepidsoldier•14m ago•0 comments

Arrested for a Late Manuscript: Seicho Matsumoto's 'Tokyo Express'

https://www.millersbookreview.com/p/arrested-for-a-late-manuscript-seicho-matsumoto-tokyo-express
1•benbreen•15m ago•0 comments

3D Chesss

https://www.chesss.xyz
1•niksda•17m ago•0 comments

Anonymization isn't a property of data, it's a relationship

https://medium.com/@contador-alencar/on-anonymizing-data-without-hiding-behind-the-law-799c8238fad1
1•firmacon•18m ago•0 comments

Ask HN: If you dislike AI, why don't you prove it?

1•SuboptimalEng•22m ago•6 comments

Treating Dockerfiles as shell scripts (2020)

https://jakewharton.com/treating-dockerfiles-as-shell-scripts/
2•hard_times•23m ago•0 comments

Nao7 Project

https://maxtronics.com/en/nao7/
1•Bluestein•23m ago•0 comments

If I Could Only Do One Exercise, It Would Be Squats

https://julienreszka.com/blog/if-i-could-only-do-one-exercise-it-would-be-squats/
2•julienreszka•24m ago•1 comments

Show HN: Riyadh Tech Week – a year-round guide to Saudi Arabia's tech ecosystem

https://riyadhtechweek.com/
2•aidarousheikh•27m ago•0 comments

Anthropic IPO filing will show AI backlash as a risk factor, sources say

https://www.cnbc.com/2026/08/21/-anthropic-ipo-filing-will-show-ai-backlash-as-risk-sources-say.html
3•newsomix9xl•27m ago•0 comments

The Machinery of Servitude

https://the-machinery-of-servitude.netlify.app/
2•vibeaidden•28m ago•0 comments

Show HN: Structural code grep across public GitHub repositories

https://grep.codemod.com/
4•mohebifar•29m ago•0 comments

Fintex on X: "The Math of Why Bigger AI Keeps Getting Smarter (Scaling Laws)

https://twitter.com/_yusufknl/status/2090429393139097948
2•bilsbie•32m ago•0 comments

That's Rich: Crashing Monterey Car Week

https://www.insidehook.com/autos/thats-rich-crashing-monterey-car-week
3•RickJWagner•35m ago•1 comments

The Billion-Dollar Industry That's Keeping Your Beer Cold and Saving Lives

https://www.texasmonthly.com/culture/billion-dollar-packaged-ice-industry-reddy/
1•momentmaker•36m ago•0 comments

Greenwich moon time? The high-stakes race to set lunar clocks

https://www.ft.com/content/d09e9c05-60c8-4c8a-8230-a5476a049b88
2•cl42•38m ago•0 comments

AI and Chauffeur Knowledge

https://www.aaron-gray.com/ai-and-chauffeur-knowledge/
1•aarongray•38m ago•0 comments

Learning about "The Unix Time-Sharing System"

https://playtechnique.io/long/the-unix-time-sharing-system.html
1•gwynforthewyn•39m ago•1 comments

Treat your brain like a baby

https://gisbi.me/blog/treat-your-brain-like-a-baby
1•Gisbitus•42m ago•0 comments

Memories stick around even after half the synapses are gone

https://arstechnica.com/science/2026/08/memories-stick-around-even-after-half-the-synapses-are-gone/
2•sbulaev•43m ago•0 comments