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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Daivin (Founding)

https://startupinvestments.investinglists.com/startupfunding/188210_daivin_founding
1•johncole•1m ago•0 comments

Russia's Grinding War – Massive Losses and Tiny Gains for a Declining Power

https://www.csis.org/analysis/russias-grinding-war-ukraine
1•breve•2m ago•0 comments

How do you choose mattress firmness for back comfort?

1•damiua•4m ago•1 comments

XKCD Color Survey Tokens

https://git.hatspace.net/nycki/nycki.net/src/branch/main/static/xkcd.css
1•robin_reala•4m ago•0 comments

Doomsday Clock at 85 seconds to midnight amid threats from climate crisis and AI

https://www.theguardian.com/us-news/2026/jan/27/doomsday-clock-seconds-to-midnight
1•chrisjj•4m ago•0 comments

The accountability problem exposed by the first Garmin Autoland deployment

https://theaircurrent.com/aviation-safety/garmin-autoland-first-deployment-accountability-pilots-...
1•taubek•5m ago•0 comments

Semantic job search and application tracking platform, built in the EU

https://jsa.works/auth/login
3•KernelPryanic•5m ago•0 comments

Show HN: Early Research Preview of a Rust-Based Agentic OS Runtime [video]

https://www.youtube.com/watch?v=Ggq-NjIvbHo
1•saivishwak•7m ago•0 comments

State of the Subreddit (January 2027): Mods applications and rules updates

https://old.reddit.com/r/programming/comments/1qoxwdt/state_of_the_subreddit_january_2027_mods/
1•birdculture•7m ago•0 comments

LingoDrip – A TikTok-style feed for language learning

https://lingodrip.app
1•davidtranjs•8m ago•0 comments

Finland hopes to prevent cable damage with new surveillance centre

https://www.reuters.com/world/finland-teams-up-with-eu-baltic-sea-states-enhance-undersea-infrast...
1•JeanKage•8m ago•0 comments

AI and the Coming Despecialisation

https://deadneurons.substack.com/p/ai-and-the-coming-despecialisation
1•nr378•10m ago•0 comments

Sosrobahu

https://en.wikipedia.org/wiki/Sosrobahu
1•altilunium•11m ago•0 comments

Amiga: Mortal Kombat 3 AGA test [video]

https://www.youtube.com/watch?v=BLSNBWP9h-g
1•doener•11m ago•0 comments

Reflections of a Developer on LLMs in January 2026

https://rmoff.net/2026/01/27/reflections-of-a-developer-on-llms-in-january-2026/
1•rmoff•12m ago•0 comments

Cosplaying as a webdev with Claude Code in January 2026

https://rmoff.net/2026/01/27/cosplaying-as-a-webdev-with-claude-code-in-january-2026/
1•rmoff•12m ago•0 comments

How F1 Bankrupts Cities [video]

https://www.youtube.com/watch?v=1yz4tQ6u9DY
1•skibz•13m ago•0 comments

Breaking the Spell of Vibe Coding

https://www.fast.ai/posts/2026-01-28-dark-flow/
1•tdchaitanya•19m ago•1 comments

Australian high schoolers build coding platform to help learners in Sri Lanka

https://www.abc.net.au/news/2026-01-21/qld-teenagers-create-coding-app-code-lab-sri-lanka-student...
3•thadusTeam•24m ago•0 comments

Not Trust AI with Numbers: A Confession

https://chungmoo.substack.com/p/why-you-should-not-trust-ai-with
1•chungmoo•30m ago•0 comments

Show HN: Cai – CLI tool for AI tasks (Rust)

https://github.com/ad-si/cai
1•adius•31m ago•0 comments

Britain's Ministry of Defence signs on the dotted line with Palantir

https://www.theregister.com/2026/01/28/mod_palantir_deal/
4•jjgreen•32m ago•0 comments

Free API to check if email is temp or disposable

https://disposablecheck.irensaltali.com/
2•tntpreneur•32m ago•3 comments

Unofficial Friday Beer Event

http://unofficial-fosdem-beer-event.org/
1•pantalaimon•33m ago•0 comments

Scientist who helped eradicate smallpox dies at age 89

https://www.scientificamerican.com/article/smallpox-eradication-champion-william-foege-dies-at-89/
5•CrossVR•35m ago•1 comments

An app to translate other apps with LLMs

https://apps.apple.com/us/app/xclocalize-ai-translator/id6757640018?mt=12
1•itruf•38m ago•0 comments

How-Dirty-Marketing-Works

https://how-dirty-marketing-works.onrender.com/
1•yashsm01•41m ago•0 comments

Why AI Swarms Cannot Build Architecture

https://jsulmont.github.io/swarms-ai/
2•pimeys•44m ago•0 comments

Who You Gotta Watch Out For

https://medium.com/luminasticity/who-you-gotta-watch-out-for-eaa6e4c934f4
2•bryanrasmussen•46m ago•0 comments

Scientists engineer unsinkable metal tubes

https://www.rochester.edu/newscenter/unsinkable-metal-tubes-superhydrophobic-surfaces-691642/
3•JeanKage•48m ago•0 comments