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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

Brax Wink. The most private mobile phone. Modular. Open source

https://braxtech.net/products/wink
1•dgellow•1m ago•0 comments

Intelligent UI needs a new HTML

https://www.openui.com/blog/intelligent-ui-needs-a-new-html
1•zahlekhan•4m ago•0 comments

Open source license compliance generally available

https://github.blog/changelog/2026-10-16-open-source-license-compliance-generally-available/
1•smokeeaasd•4m ago•0 comments

Petroleum Observatory – EIA Diesel and Gasoline

https://digitalmarketingco.org/apps/petroleum-observatory
1•marketingagency•6m ago•0 comments

SpaceX's 800 MHz spectrum grab threatens Big 3 mobile carriers more

https://www.fierce-network.com/wireless/spacexs-800-mhz-spectrum-grab-threatens-big-3-mobile-carr...
2•TMWNN•9m ago•0 comments

Critical BlockStrap flaw lets hackers run code on Magento servers

https://www.bleepingcomputer.com/news/security/critical-blockstrap-flaw-lets-hackers-run-code-on-...
1•wondersky•10m ago•0 comments

Veda, the First Agentic Hobby OS Needs Contribution

https://github.com/vahmoh25/Veda/commit/e272c19af15ef1d0b7d932e2c4308cfecbd82d81
1•vahmoh26•15m ago•0 comments

E2B CEO: Sandboxes are dead

https://twitter.com/mlejva/status/2111102659377946821
2•shenli3514•15m ago•0 comments

The Last Answer

https://idiallo.com/blog/the-last-answer
2•foxfired•15m ago•0 comments

Puzzles and the AI Software Glut

https://blog.krazydad.com/2026/10/16/puzzles-and-the-ai-software-glut/
1•krazydad•15m ago•1 comments

What a difference search images make

https://mainbrella.com/blog/what-a-difference-search-images-make/
4•andrewfromx•17m ago•0 comments

Costa is a lightweight application which runs atop MS-DOS

https://costa.jacobpalm.dk
1•accrual•18m ago•0 comments

Show HN: Ozil AI – Turn one photo into the viral Ozil goal video

https://ozilai.net/
1•chaojie26•22m ago•0 comments

Emara: Deterministic feature slicing and dead-code reachability without LLMs

https://github.com/mohamedswe/emara
2•mohamedabdelgel•24m ago•0 comments

Show HN: Fly a Tesla Roadster over parked Teslas before the air runs out

https://roadster.pavlin.dev
3•fermatf•28m ago•0 comments

What Von Braun Said to His American Captors

https://hiphop.cafex.biz/blog/what-von-braun-said-to-his-american-captors
2•rmason•28m ago•1 comments

Peak Guessing Game

https://ianto-cannon.github.io/coldle.html
3•jantuss•29m ago•3 comments

The Short King Is Dead, Long Live the Short King

https://avc.xyz/the-short-king-is-dead-long-live-the-short-king
2•wslh•29m ago•0 comments

Infinity Core: Linux Kernel Core Vulnerabilities

https://github.com/V4bel/InfinityCore
1•miohtama•32m ago•0 comments

Why One of the Greatest Mathematicians Is on a 'War Footing'

https://www.nytimes.com/2026/10/16/us/math-ai-terence-tao.html
1•axiomdata316•32m ago•0 comments

Top Settler Rabbi Rules Jews May Harvest Olives from Palestinian-Owned Groves

https://www.haaretz.com/west-bank/2026-10-16/ty-article/top-settler-rabbi-rules-jews-may-harvest-...
3•grandpajoey•32m ago•0 comments

The Legacy of India's Quest to Sterilize Millions of Men

https://pulitzercenter.org/stories/legacy-indias-quest-sterilize-millions-men
2•nephihaha•34m ago•2 comments

Windows 95 Taskbar on macOS

https://docktopus.app/
1•evill33t•38m ago•0 comments

HN: Neutropia–a non-zero-sum game

https://nonzerosum.games/neutropia/
2•NonZeroSumJames•40m ago•1 comments

Time travel to 1890 and write a Telegram

https://telegramstyle.vercel.app/
2•DrDizzle•41m ago•0 comments

The AI Expectations Gap

https://www.anthropic.com/research/ai-expectations-gap
2•yusufozkan•41m ago•0 comments

How worried should we be about extinction risk from AI?

https://gowers.wordpress.com/2026/10/16/how-worried-should-we-be-about-extinction-risk-from-ai/
2•subset•43m ago•0 comments

Early tetrapods had surprisingly little ability to move their necks

https://www.eurekalert.org/news-releases/1147352
2•bediger4000•45m ago•0 comments

The DNS Museum

https://dns.museum
3•zdw•47m ago•0 comments

Nine-Inch Snails

https://www.theatlantic.com/science/2026/10/giant-african-snails-florida-invasion/688850/
2•zdw•47m ago•0 comments