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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•12mo ago

Comments

anuragdt•12mo 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•12mo 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•12mo 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

Yann LeCun's Billion Dollar Bet [video]

https://www.youtube.com/watch?v=kYkIdXwW2AE
1•mfiguiere•2m ago•0 comments

Show HN: Stay Lean – Calorie Navigation

https://apps.apple.com/us/app/stay-lean-calorie-navigation/id6762153463
1•janpmz•3m ago•1 comments

Making Postman load 60% Faster

1•vedkribhu•8m ago•0 comments

Model Engines Manufacturable drawings/plans

https://outerzone.co.uk/plans.asp?cat=Engines&Xcardsperpage=48
1•pillars•10m ago•0 comments

I wrote a custom CUDA inference engine to run Qwen3.5-27B on $130 mining cards

https://news.ycombinator.com/submit
2•Haru-neo•12m ago•0 comments

Einstein's Big Idea Documentry(2005) - 1h 49M [video]

https://thinktv.pbslearningmedia.org/resource/nvfb-sci-einsteinsidea/wgbh-nova-einsteins-big-idea...
1•num42•15m ago•0 comments

Pgxbackup: Continuity Support for PgBackRest

https://thebuild.com/blog/2026/05/01/pgxbackup-continuity-support-for-pgbackrest/
1•thunderbong•15m ago•0 comments

Show HN: Keryx: TypeScript framework where one Action becomes HTTP, WS, CLI, MCP

https://www.keryxjs.com
1•evantahler•26m ago•1 comments

The Reality of Being a Man in Your 50s in South Korea

https://indignified.com/the-hidden-realities-of-midlife-masculinity-in-south-korea/
2•ZguideZ•27m ago•0 comments

Mouse Pointer as a Mere Mortal

https://unsung.aresluna.org/mouse-pointer-as-a-mere-mortal/
1•zdw•34m ago•0 comments

Quantum Machine Learning: A Pragmatic Guide for Classical ML Engineers

https://pawankjha.substack.com/p/quantum-machine-learning-the-pragmatic
2•pawanjha25•34m ago•0 comments

Redesigning Agent Skills – two missing parts

https://simianwords.bearblog.dev/what-agent-skills-misses-now/
1•simianwords•35m ago•0 comments

NodeMind – binary document index, 48× smaller than float32 RAG, no GPU required

https://github.com/QLNI/NodeMind
2•Nodemind•36m ago•0 comments

MX Script: a scripting language for one file web APIs

https://www.mxscript.com/
2•jlkdevelop•43m ago•0 comments

Under sea internet cables need backup

https://restofworld.org/2026/iraq-big-tech-gulf-war-data/
1•hemc4•50m ago•1 comments

The Duke in His Domain (1957)

https://www.newyorker.com/magazine/1957/11/09/marlon-brando-profile-truman-capote
1•cocacola1•51m ago•0 comments

Saudi Arabia ranks 2nd globally in data center market attractiveness

https://saudigazette.com.sa/article/661023/saudi-arabia/saudi-arabia-ranks-2nd-globally-in-data-c...
1•xlmnxp•57m ago•0 comments

The Last Post

https://www.penmachine.com/2011/05/the-last-post
2•lockyc•58m ago•0 comments

The AI Spending Trap: Why Adoption Outpaces Outcomes

https://age-of-product.com/ai-spending-trap/
1•swolpers•59m ago•0 comments

55M Smartphones Run on the HarmonyOS

https://www.scmp.com/tech/tech-trends/article/3351837/huaweis-harmonyos-more-55m-phones-china-ste...
2•hemc4•59m ago•0 comments

I built a free SEO/AEO/security scanner for websites

https://visrank.org
1•Drages•1h ago•0 comments

Can AI Design Therapies?

https://www.scmp.com/tech/article/3352032/bytedances-drug-unit-presents-ai-designed-therapies-glo...
1•hemc4•1h ago•0 comments

Show HN: Hangman Game

https://threej.in/games/talha37-12-hangman-game/index.html
1•threejin•1h ago•1 comments

Big Tech will spend nearly $700B on AI in 2026. No one knows where buildout ends

https://fortune.com/2026/04/30/big-tech-hyperscalers-will-spend-700-billion-on-ai-infrastructure-...
3•1vuio0pswjnm7•1h ago•0 comments

Why sugarcane bagasse tableware is eco friendly?

1•merakipack•1h ago•0 comments

Suno picks up Songkick as part of AI licensing deal with Warner Music

https://completemusicupdate.com/suno-picks-up-songkick-as-part-of-ai-licensing-deal-with-warner-m...
3•gnabgib•1h ago•0 comments

Show HN: ScaleBridge – sync Withings weigh-ins to Garmin Connect

https://scalebridge.ulf.su/en
1•ulfdev•1h ago•0 comments

Taking down a European network with a TLS certificate

https://mxsasha.eu/posts/ripe-ncc-rpki-exploit-chain/
1•tardedmeme•1h ago•0 comments

Comparing the Z80 and 6502 to Their Relatives

https://bumbershootsoft.wordpress.com/2026/05/02/comparing-the-z80-and-6502-to-their-relatives/
3•ibobev•1h ago•0 comments

Kimi K2.6 just beat Claude, GPT-5.5, and Gemini in a coding challenge

https://thinkpol.ca/2026/04/30/an-open-weights-chinese-model-just-beat-claude-gpt-5-5-and-gemini-...
120•bazlightyear•1h ago•51 comments