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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

The Post-Literate Engineer

https://joereis.substack.com/p/the-post-literate-engineer
1•gorbachev•1m ago•0 comments

Remote login is a lot like astral projection

https://doughnut.neocities.org/blag/15
1•xbryanx•2m ago•0 comments

AMD Acquires Taalas

https://ir.amd.com/news-events/press-releases/detail/1296/amd-acquires-taalas-to-advance-compute-...
1•ggcr•2m ago•0 comments

Platform Was Built for a Different Era, and AI Just Exposed It

https://www.nextplatform.com/cloud/2026/08/06/your-platform-was-built-for-a-different-era-and-ai-...
1•speckx•2m ago•0 comments

BMW Owners Angry 'Spider-Man: New Day' Ads Are Suddenly in Their Cars

https://www.hollywoodreporter.com/movies/movie-news/bmw-spider-man-brand-new-day-ads-1236665172/
1•throw0101d•4m ago•0 comments

Artificial Analysis Intelligence Index v4.1.1

https://artificialanalysis.ai/methodology/intelligence-benchmarking
1•frozenseven•6m ago•0 comments

LLMs Set My Fiction Free

https://yalereview.org/article/christopher-sorrentino-machine-stories
1•pseudolus•7m ago•0 comments

Your Child's privacy is worth more than likes (2022)

https://www.luizasnewsletter.com/p/your-childs-privacy-is-worth-more
1•downbad_•8m ago•0 comments

Open-source, agent-friendly accounting platform

https://github.com/getmithril/ledger
2•maxmartinezruts•8m ago•0 comments

Energy – Work at the Speed of Thought

https://getenergy.com/
1•ohong•9m ago•0 comments

Stop Feeding the Machine: Time to Go Closed Source

https://medium.com/@post.pc.developer/stop-feeding-the-machine-time-to-go-closed-source-e08b8824d007
1•emdashslop•11m ago•0 comments

Cashing in on SpaceX: 'Every chance I get, I'll sell a little more'

https://www.bbc.com/news/articles/cm2g0j3y339o
4•jethronethro•12m ago•0 comments

Lumetry, a RAW photo editor that never uploads your photos

https://lumetry.photo
1•bhaviktdaya•12m ago•0 comments

Transparent AI Labeling

https://beaucronin.com/tail/
1•beaucronin•13m ago•1 comments

Gemini Robotics Released One Policy from Feet to Fingertips

https://topicqueue.substack.com/p/gemini-robotics-released-one-policy
1•DISCURSIVE•13m ago•0 comments

Putin signs landmark crypto law allowing regulated retail trading in Russia

https://www.theblock.co/post/410951/putin-signs-russia-crypto-law?
2•wslh•16m ago•0 comments

Because the machine must break (true empowerment in the age of AI tools)

https://www.nathalielawhead.com/candybox/because-the-machine-must-break-true-empowerment-in-the-a...
1•speckx•17m ago•0 comments

Ask HN: Is there any Hacker News but for investing/trading/economics etc.?

2•fittingopposite•19m ago•2 comments

State-Oriented Consistency: Why We Stopped Looking for One Right Answer

https://keel-iot.eu/blog/state-oriented-consistency.html
2•fcravio•19m ago•0 comments

Doortrackr

https://doortrackr.com
1•samtato•20m ago•0 comments

Why police raided Starbucks Korea's headquarters

https://www.cnn.com/2026/08/05/asia/south-korea-raid-starbucks-tank-ad-intl-hnk
2•firefax•21m ago•0 comments

Onida – Leading Home Appliance Brand in India

https://onida.com/
1•gurjeet•23m ago•0 comments

The Wind at Your Back

https://yusufaytas.com/the-wind-at-your-back
7•yusufaytas•24m ago•0 comments

Unconscious Inference

https://en.wikipedia.org/wiki/Unconscious_inference
2•binyu•24m ago•0 comments

Ask GitHub SRE: How serious is the situation there?

1•laxk•26m ago•0 comments

Depot CI Compatibility with GitHub Actions

https://depot.dev/docs/ci/compatibility
3•da768•26m ago•0 comments

Google is talking about Gemini 4 while 3.5 Pro remains delayed

https://www.reuters.com/business/google-shakes-up-ai-leadership-deepmind-chief-shifts-role-2026-0...
2•BlueBerry2001•27m ago•0 comments

Agent Plugins Specification

https://github.com/agentplugins/agent-plugins-spec
3•Kydlaw•28m ago•1 comments

The Printer

https://alnwlsn.com/z/printer/index.html
1•Cider9986•28m ago•0 comments

LettuceDetect v2 in Semantic Router: Gen. Hallucination Detection vLLM Endpoint

https://vllm-sr.ai/blog/lettucedetect-v2-generative-hallucination-detection/
1•matt_d•28m ago•0 comments