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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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

Nook Browser

https://browsewithnook.com
1•ray__•2m ago•0 comments

Understanding Hytale Player Count: How to Find Active Servers

https://hytaletop100.com/blog/understanding-hytale-player-count-how-to-find-active-servers
1•doobie12•10m ago•0 comments

Visual Neuroscience: How Do Moths See to Fly at Night?

https://www.sciencedirect.com/science/article/pii/S0960982216000701#
1•andsoitis•13m ago•0 comments

Albert Michelson's Harmonic Analyzer [pdf]

https://engineerguy.com/fourier/pdfs/albert-michelsons-harmonic-analyzer.pdf
2•o4c•13m ago•1 comments

PalmOS on FisherPrice Pixter Toy

https://dmitry.gr/?r=05.Projects&proj=27.%20rePalm#pixter
1•dmitrygr•17m ago•0 comments

Have I Been Flocked? – Check If Your License Plate Is Being Watched

https://haveibeenflocked.com/
2•pkaeding•19m ago•0 comments

Show HN: Flexy – We Built a Faster Way to Get Small Dev Tasks Done

https://www.flexytasks.dev/
1•plakhlani2•19m ago•1 comments

Angel

https://en.wikipedia.org/wiki/Angel
1•marysminefnuf•19m ago•0 comments

Show HN: A small reasoning engine that learns rewrite rules from two examples

3•heavymemory•23m ago•1 comments

Jolla Launches Community-Funded Linux Phone

https://linuxiac.com/jolla-launches-community-funded-linux-phone/
3•embedding-shape•37m ago•0 comments

Building PagerDuty's SRE Agent

https://www.pagerduty.com/eng/context-over-cleverness-building-pagerdutys-sre-agent/
1•dadbod80•39m ago•0 comments

Nice overview of ESP32 devkits and ecosystems [video]

https://www.youtube.com/watch?v=sM34IYTIPyQ
3•NoxiousPluK•41m ago•3 comments

Supreme Court Agrees to Review Trump Order Restricting Birthright Citizenship

https://www.nytimes.com/2025/12/05/us/politics/supreme-court-trump-birthright-citizenship.html
2•treetalker•43m ago•1 comments

Show HN: Radioactive Pooping Knights

https://minichessgames.com/#/play/pooping-knights
3•patrickdavey•51m ago•1 comments

Mock Roles, not Objects (2004) [pdf]

https://jmock.org/oopsla2004.pdf
1•n3t•52m ago•0 comments

I cracked a $200 software protection with xcopy

https://www.ud2.rip/blog/enigma-protector/
12•vmfunc•57m ago•2 comments

New Study Investigates How Diet May Slow Normal Brain Aging

https://www.bumc.bu.edu/camed/news-events/articles/2025/new-study-investigates-how-diet-may-slow-...
1•gslin•57m ago•0 comments

EU hits X with €120M fine for breaching the Digital Services Act

https://www.dw.com/en/eu-imposes-120-million-fine-on-elon-musks-x-for-breaking-digital-rules/a-75...
19•vincvinc•1h ago•3 comments

Windows Telemetry

https://sizeof.cat/post/windows-telemetry/
2•DustinEchoes•1h ago•0 comments

India backs off from requiring government-made security app

https://www.scworld.com/news/india-backs-off-from-requiring-government-made-security-app
1•Bender•1h ago•1 comments

Sandvik gets €500M from European Investment Bank for new, smart EVs

https://electrek.co/2025/12/05/sandvik-gets-e500m-from-european-investment-bank-for-new-smart-evs/
1•Bender•1h ago•0 comments

Ultrablack wool textiles inspired by hierarchical avian structure

https://www.nature.com/articles/s41467-025-65649-4
4•defrost•1h ago•2 comments

State of decay in self-hosted commenting (code review)

https://bykozy.me/blog/state-of-decay-in-self-hosted-commenting/
1•byko3y•1h ago•0 comments

HTML Kong (2016)

https://www.xn--8ws00zhy3a.com/blog/2016/07/html-kong#f16.1
1•mmulet•1h ago•1 comments

DeslopifAI – Remove AI Slop

4•haeli05•1h ago•0 comments

Show HN: NanoAI – Unified AI Image Workspace (Generation, Inpainting, Upscaling)

https://nanoai.run
1•Li_Evan•1h ago•0 comments

Show HN: macOS Window Managers Directory

https://macoswm.com/
1•j0r0b0•1h ago•0 comments

Ask HN: What is the future of SaaS when things are this easy to build?

4•fbrncci•1h ago•1 comments

Making WebAssembly and Wasmtime More Portable (2024)

https://bytecodealliance.org/articles/wasmtime-portability
2•apitman•1h ago•0 comments

Data Centers Are a 'Gold Rush' for Construction Workers

https://www.wsj.com/business/data-centers-are-a-gold-rush-for-construction-workers-6e3c5ce0
1•lxm•1h ago•0 comments