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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

I reverse-engineered my Pixel Watch's raw PPG sensor to check for sleep apnea

https://www.swetlow.com/blog/pixel-watch-raw-ppg-sleep-apnea/
1•alexswe•33s ago•0 comments

JetScan – a local-first Rust CLI for secrets, dependencies and CI security

https://github.com/y6861977-ui/jetscan
1•y2309874•1m ago•0 comments

Free Local-first KSeF 2027 and tax limit calculator for Poland

https://fastidious-crisp-cee4e9.netlify.app
1•FinancialAdviso•1m ago•0 comments

Slightly Better Interpolating Spline

https://gasiulis.name/new-spline/
1•dverlaeckt80•2m ago•0 comments

Show HN: antennasim – Visualize Electromagnetism

https://www.antennasim.com/
1•rotemtsafrir•4m ago•0 comments

Wisdom: A ledger of coding-agent sessions that preserve intent behind code diffs

https://github.com/Oqura-ai/wisdom
1•biswalswaraj88•6m ago•0 comments

How to talk about "AI" without adding to the anthropomorphization

https://buttondown.com/maiht3k/archive/how-to-talk-about-ai-without-adding-to-the/
1•ColinWright•7m ago•0 comments

Show HN: Malytics – Explore data, build dashboards

https://malytics.app/
2•Malytics•9m ago•0 comments

5k years ago, these forests drowned. Now they're thriving reefs

https://www.discoverwildlife.com/animal-facts/marine-animals/ancient-forest-reef-mozambique
1•speckx•10m ago•0 comments

We are short Nvidia $NVDA. We believe Nvidia has a significant China problem

https://twitter.com/CulperResearch/status/2054623784452120917
1•pstadler•11m ago•0 comments

Take-home pay calculator for all 50 US states (static, no signup)

https://netpaycheckcalc.com/
1•smallsitelab•11m ago•0 comments

Ladybird now has more Rust than C++ code

https://twitter.com/awesomekling/status/2119750976026427435
1•nicoburns•11m ago•0 comments

Show HN: Askaboard – A canvas your AI agent can draw on

https://askaboard.com
1•Mup_TIpekpaceH•11m ago•2 comments

Show HN: Finding Wally/Waldo in CCTV Feeds

https://wallyfinder.com/
1•driesdep•13m ago•0 comments

I was wrong about dark mode

https://dbushell.com/2026/11/09/dark-mode/
1•meetpateltech•13m ago•0 comments

A silent agent loop cost me $3k in API bills

https://agenttrafficcop.com/blog/silent-agent-loop-cost-3k/
1•bshafiq•15m ago•0 comments

xAI ignoring Grokbot rootkit vulnerability

https://profero.io/blog/the-rootkit-built-into-grok-bot
3•funerr•17m ago•0 comments

Build your own Claude Code. But brilliant and utterly indifferent

https://github.com/vitalikpi/build-your-own-claude-code
1•vitalikpie•21m ago•1 comments

Human feedback guides AI approach that automates about 84% of decisions

https://techxplore.com/news/2026-10-human-loop-feedback-ai-approach.html
1•speckx•22m ago•0 comments

Banana Picking Drones

https://ilovewasting.ink/kunming-diary-day-21
1•dgam•22m ago•0 comments

Simon Winchester, Author of 'The Professor and the Madman,' Has Died

https://www.nytimes.com/2026/11/04/obituaries/simon-winchester-dead.html
2•bookofjoe•23m ago•1 comments

Founding Full-Stack Engineer

https://www.alori.dev/en/careers/founding-full-stack-engineer
2•InputKit•26m ago•0 comments

Does it matter if software is unreliable and insecure?

https://pietersz.net/posts/does-quality-matter/
1•graemep•26m ago•3 comments

KDE Plasma 6.9 Will Stop Leaking Memory When Right Clicking Files/Folders

https://www.phoronix.com/news/KDE-Plasma-6.9-Leak-Desktop
3•Bender•27m ago•0 comments

When Agents Run Computations: Schrödinger's Robert Abel on Where the Human Still

https://www.biopharmatrend.com/interviews/interview-with-robert-abel-from-schrodinger/
1•GlibMonkeyDeath•27m ago•1 comments

Children of Men: The Future Is a Mirror for the Present

https://reactormag.com/children-of-men-the-future-is-a-mirror-for-the-present/
8•speckx•28m ago•0 comments

Fifth Circuit Reopens Fight over Texas Social Media Censorship Law

https://foundationforfreedomonline.com/fifth-circuit-reopens-fight-over-texas-social-media-censor...
1•iamnothere•32m ago•0 comments

Show HN: Offline PDF Desk – one HTML file, redacts and merges PDFs offline

https://dowla0.gumroad.com/l/offline-pdf-desk
2•Vladenik•34m ago•0 comments

Horrible Public Key Tricks

https://maurycyz.com/projects/badcert/
1•acossta•34m ago•0 comments

AI 'slop' is a social judgement

https://www.nature.com/articles/s41562-026-02639-6
3•porteclefs•34m ago•0 comments