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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

Ms. Tippi Hedren – The Godmother of the Vietnamese Nail Industry

https://vietnamesemuseum.org/details/ms-tippi-hedren/
1•thunderbong•24s ago•0 comments

Alternate Routing Graph

https://agentchannels.org/
1•FelineStateMach•1m ago•0 comments

The Color Recession May Be Permanent

https://www.theatlantic.com/ideas/2026/08/colorless-gray-products-houses/688174/
1•fortran77•1m ago•0 comments

DragonRuby Jam License – Free to All

https://dragonruby.itch.io/dragonruby-gtk/devlog/1620970/dragonruby-jam-license-free-to-all
1•amirrajan•2m ago•0 comments

I asked 4 AI companions what they were. They lied, then texted me the next day

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=7244220
1•Ai_Sycophancy•3m ago•0 comments

Real-time MCP interceptor that blocks .env reads and dangerous commands agents

https://marketnow.site/
2•eddyflores•11m ago•0 comments

Show HN: Pomona, offline small AI reasoners for agricultural sensors

https://github.com/okyanu/pomona
1•okyanu•13m ago•0 comments

Open Discovery Loop

https://opendl.ai/
1•arionhardison•16m ago•0 comments

Doom Running Inside Emacs

https://github.com/minad/doom-on-emacs/tree/3830991bd3d69a9426498ee4a3dc8b55c8eb2eb5
1•signa11•22m ago•0 comments

Work on the Fairphone 6 is turning it into the most modern pmOS smartphone

https://catcrafts.net/posts
2•pizzaiolo•36m ago•0 comments

Show HN: Proxy-or-Not, Proxy Detector

https://arcades.click/proxy-or-not
1•jwally•37m ago•0 comments

Adobe, RapidRAW, and the End of Selling Software as a Product

https://danunparsed.com/p/rapidraw-adobe
3•sambellll•38m ago•3 comments

Suggest some uncensored AI for photo genaration?

3•tafijul•41m ago•1 comments

A Lost Civilization Is Baffling Experts and Rewriting China's Origin Story

https://www.wsj.com/world/china/a-lost-civilization-is-baffling-experts-and-rewriting-chinas-orig...
3•cwwc•41m ago•0 comments

Free ATS keyword checker after friends sprayed 200 resumes

https://medium.com/@grhawk/i-built-a-free-ats-keyword-checker-after-watching-friei-built-a-free-a...
1•applyboost•45m ago•0 comments

Moscow Is Speaking [video]

https://www.youtube.com/watch?v=_d1AmMt6A9s
1•consumer451•47m ago•0 comments

Counting the Days, Revisited

https://dotat.at/@/2026-08-09-rata-die.html
1•fanf2•52m ago•0 comments

Ask HN: Anyone that has built a marketplace, what has been your experience?

2•mfisc_019•57m ago•2 comments

Show HN: OpsCart – Read-only Kubernetes triage with incident history

https://github.com/opscart/opscart-k8s-watcher
2•opscart•59m ago•0 comments

Turn messy AliExpress dropshipping listings into clean products with AI

https://importer.omniicore.com/
2•omniicore•1h ago•1 comments

A Comprehensive Guide to InnoDB Locking

https://jahfer.com/posts/innodb-locks/
2•shay_ker•1h ago•0 comments

ChatGPT starts blocking direct requests to copy an author's style

https://arstechnica.com/ai/2026/07/chatgpt-stops-cloning-famous-writers-voices-but-may-capture-a-...
7•Eloissssss•1h ago•0 comments

Six Little Lines of Fail [video]

https://www.youtube.com/watch?v=VvUdvte1V3s
4•ruckfool•1h ago•1 comments

Waits: Arthur Samuel's Checkers

https://timereshared.com/waits-samuel-checkers/
2•abrax3141•1h ago•0 comments

Interview with Amit Patel (Red Blob Games) on Making Things

https://digitalseams.com/blog/amit-patel-on-making-things
2•bobbiechen•1h ago•0 comments

The phone book that led us to Assad's spy chief in hiding

https://www.bbc.com/news/articles/c4gyrzn8p94o
22•cwwc•1h ago•4 comments

Model Genome: Fingerprinting Whether an LLM Was Trained from Scratch or Derived

https://huggingface.co/blog/mayafree/model-dna
2•prof_ai_cn•1h ago•0 comments

Opus 4.6 Was the Last Coding Model That Changed How I Work

https://awaitinginput.substack.com/p/opus-46-was-the-last-coding-model
3•bsovran•1h ago•0 comments

A weapon that could help red squirrels in their Battle of Britain

https://www.economist.com/britain/2026/01/10/a-weapon-that-could-help-red-squirrels-in-their-batt...
3•geneticdrifts•1h ago•0 comments

"Coding is solved" misses the point

https://blog.mastykarz.nl/coding-is-solved-misses-the-point/
3•listless•1h ago•0 comments