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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

Two Grandfathers: privilege, celebrity, and the end of up from below

https://freddiedeboer.substack.com/p/two-grandfathers
1•PaulHoule•13s ago•0 comments

Plastic Waste and Oceans: Banning Straws Won't Help Much

https://www.nationalreview.com/2018/09/plastic-bag-straw-bans-ocean-pollution/
1•bilsbie•25s ago•0 comments

Fifteen companies, 480 containers, one awkward profit question

https://mainbrella.com/blog/virtual-companies-producing-reports/
1•cs1996•56s ago•0 comments

Thoughts on AI and Europe

https://www.siliconcontinent.com/p/nineteen-thoughts-on-ai-and-europe
1•mooreds•1m ago•0 comments

Sweep your desktop mess under a rug

https://twitter.com/terkelg/status/2107540718461886464
1•hentrep•1m ago•0 comments

Hackers Use Chinese AI Tool to Hit South Korean Banks

https://www.wsj.com/risk-compliance-journal/the-morning-risk-report-hackers-use-chinese-ai-tool-t...
1•goatley•2m ago•0 comments

Anthropic Startup "Program"

https://www.anthropic.com/startup-program-official-terms
1•artur_makly•2m ago•0 comments

A Framework to Benchmark Different Placement Algorithms in a Distributed System

https://ucsc-ospo.github.io/report/osre26/umass/edge-replication/20260908-mchan/
1•mooreds•2m ago•0 comments

AI Film 'Gods Don't Give Gifts' First Trailer for Dec Run, Plans Oscar Bid

https://variety.com/2026/film/news/ai-film-gods-dont-give-gifts-sets-trailer-plans-oscar-bid-1236...
2•Ariarule•3m ago•0 comments

Microsoft, Ericsson lead global tech alliance for digital trust

https://www.reuters.com/business/microsoft-ericsson-lead-global-tech-alliance-digital-trust-2026-...
2•totetsu•3m ago•0 comments

Show HN: 800M AI harness to beat 7B [video]

https://www.youtube.com/watch?v=PEi7hVju3ds
2•ruoku•3m ago•1 comments

My unsupported Kindle runs Linux now, and it's more useful than when it was new

https://www.xda-developers.com/my-unsupported-kindle-runs-linux-now-and-its-more-useful-than-when...
2•theanonymousone•4m ago•0 comments

Human Friction Makes Agentic AI Safer and Smarter

https://spectrum.ieee.org/agentic-ai-humans-in-loop
2•rbanffy•4m ago•0 comments

Tell HN: Apple not letting removal of AI models on macOS 27 is outrageous

2•busymom0•4m ago•0 comments

The Federation Fallacy (2019)

https://alyssarosenzweig.ca/blog/the-federation-fallacy.html
1•janandonly•4m ago•0 comments

Show HN: I had 100 tabs open, so I built Daysift with AI powered by Proton

https://chromewebstore.google.com/detail/daysift-–-find-any-tab-in/llnlmmjddpfmjjkhpbjkdpcclgnc...
2•fvincenti•5m ago•0 comments

A few vectors for a mixed folder (pooled directory embeddings)

https://www.craftpine.com/dirvec
2•ali-basheer•5m ago•0 comments

A brief history of clinical xenotransplantation

https://pmc.ncbi.nlm.nih.gov/articles/PMC4684730/
2•anarbadalov•6m ago•0 comments

The Model Isn't Cooperating

https://portswigger.net/research/the-model-isnt-cooperating
1•StrauXX•7m ago•0 comments

Show HN: InBrief – open-source AI news aggregator with LLM filtering

https://github.com/frankzch/ai-news-brief
1•frankzch•8m ago•0 comments

The Best of Om Malik

https://elijahpotter.dev/articles/the-best-of-om-malik
2•chilipepperhott•9m ago•0 comments

How the Courts Became a Safe Haven for Corporations

https://prospect.org/2026/10/06/how-courts-became-safe-haven-for-corporations/
3•paimapi•9m ago•0 comments

Show HN: Clawock – AI argues, code settles the trades

https://github.com/KCNyu/clawock
1•kcn•9m ago•0 comments

Cloudflare has "major" outage for 48 hours now

https://www.cloudflarestatus.com/api/v2/status.json
1•datajeroen•9m ago•1 comments

Show HN: I made a TV for old cartoons

https://cartoontv.xyz/
1•a_void_sky•10m ago•0 comments

Piratefly – Free flight deal finder: the cheapest fares from your city, fare

https://shop.lumnika.com/piratefly/?src=hackernews-showhn
2•deusautoai725•11m ago•0 comments

Device detection and occupancy monitoring for Airbnb hosts

https://www.minut.com/features/occupancy-monitoring
3•mikeodds•12m ago•0 comments

Stop Asking Whether AI Wrote It

https://www.inc.com/lindsey-witmer-collins/stop-asking-whether-ai-wrote-it/91414942
2•druskacik•12m ago•1 comments

AI poker coaches, identify leaks, improves decisions

https://sharkplay.org/
2•kodart•13m ago•1 comments

SynthID Detector

https://synthid.com/
4•ilreb•14m ago•1 comments