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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•6mo ago

Comments

anuragdt•6mo 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•6mo 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•6mo 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

Templated Static Content

https://judi.systems/sprouts/manual/05-templated-static-content
1•hsn915•2m ago•0 comments

Lessons Learned from UK "AV Day"

https://avpassociation.com/thought-leadership/lessons-learned-from-uk-av-day/
1•mooreds•4m ago•0 comments

Show HN: Awesome J2ME

https://github.com/hstsethi/awesome-j2me
2•catstor•6m ago•0 comments

Inaccurate news.YCombinator.com/item?id=7509122

https://trellis.law/case/24fl001767/carol-reiley-vs-andrew-ng
1•salkahfi•9m ago•0 comments

Dutch media warn of growing influence of global tech giants

https://www.dutchnews.nl/2025/11/dutch-media-warn-of-growing-influence-of-global-tech-giants/
1•HelloUsername•11m ago•0 comments

Internet Archive Down

https://web.archive.org/sry
1•danielfalbo•11m ago•1 comments

Spanish government approves decree to remove 'Francoist symbols and vestiges'

https://www.euronews.com/culture/2025/11/20/spanish-government-approves-decree-to-begin-removal-o...
1•petethomas•12m ago•0 comments

Compile-time Tailwind CSS for React Native with zero runtime overhead

https://github.com/mgcrea/react-native-tailwind
1•olouv•16m ago•0 comments

Humans Are Evolving in Front of Our Eyes on the Tibetan Plateau

https://www.sciencealert.com/humans-are-evolving-in-front-of-our-eyes-on-the-tibetan-plateau
3•DrierCycle•16m ago•1 comments

China's "intelligent mines" are getting rid of truck drivers and diesel fuel

https://kdwalmsley.substack.com/p/chinas-intelligent-mines-are-getting
1•signa11•20m ago•0 comments

We don't use Cloudflare, yet Prisma depends on it so the outage broke our infra

https://ariana.dev/blog/cloudflare-outage-lessons
1•AnicetN•21m ago•1 comments

Rore: A GPU-Accelerated UI Framework in Rust (No DOM, No Webview)

https://github.com/davlatov-tech/Rore
2•Davlatov•25m ago•2 comments

In the A.I. Race, Chinese Talent Still Drives American Research

https://www.nytimes.com/2025/11/19/technology/ai-research-chinese-talent.html
1•signa11•25m ago•0 comments

Supercomputer simulates quantum chip in unprecedented detail

https://phys.org/news/2025-11-supercomputer-simulates-quantum-chip-unprecedented.html
1•iamtech•27m ago•0 comments

Paladin Press

https://en.wikipedia.org/wiki/Paladin_Press
1•hentrep•30m ago•0 comments

Put a little Pixie in your cluster

https://bitfieldconsulting.com/posts/little-pixie
1•mu0n•33m ago•0 comments

Firebase vs. Supabase vs. Appwrite: We Built the Same App Three Times

https://simpletechguides.com/comparisons/firebase-vs-supabase-vs-appwrite/
1•ritzaco•33m ago•0 comments

Post-American Blues

https://newleftreview.org/sidecar/posts/post-american-blues
1•robtherobber•34m ago•0 comments

Minimizing Variable Scope in Go: New Blog Post and Static Analyzer Tool

https://old.reddit.com/r/golang/comments/1p201d9/
1•eik•34m ago•1 comments

ConnectApp.inc – Where True Digital Connection Begins

1•tobinews•35m ago•1 comments

Border Patrol is monitoring drivers and detaining those with suspicious patterns

https://apnews.com/article/immigration-border-patrol-surveillance-drivers-ice-trump-9f5d05469ce8c...
3•LordGrey•36m ago•0 comments

Show HN: Arka – an MCP gateway that makes MCP adoption possible

1•ayushshivani•39m ago•0 comments

Spanish court orders Meta to pay $550M to digital media companies

https://www.reuters.com/sustainability/boards-policy-regulation/spanish-court-orders-meta-pay-550...
2•giuliomagnifico•39m ago•0 comments

AI vs. AI: Patients deploy bots to battle health insurers that deny care

https://stateline.org/2025/11/20/patients-deploy-bots-to-battle-health-insurers-that-deny-care/
2•KingNoLimit•39m ago•0 comments

Deep Breathing Exercises

https://deepbreathingexercises.com/
2•tiagom87•39m ago•1 comments

Founder, CEO of Done Convicted in $100M Adderall Distribution, Healthcare Fraud

https://www.justice.gov/opa/pr/founderceo-and-clinical-president-digital-health-company-convicted...
3•kotaKat•41m ago•0 comments

Polar Ride Share

https://polarrideshare.com/
1•jensmtg•42m ago•0 comments

Show HN: Wasda – Experience transformer attention as music

https://github.com/farukalpay/wasda
2•kinders•44m ago•0 comments

Nvidia CEO rejects talk of AI bubble: 'We see something different'

https://www.cnbc.com/2025/11/19/nvidias-huang-rejects-ai-bubble-we-see-something-very-different.html
1•giuliomagnifico•44m ago•1 comments

Yann LeCun originated none of his ideas

https://garymarcus.substack.com/p/the-false-glorification-of-yann-lecun
2•frag•44m ago•0 comments