frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

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

Kubeside – a Kubernetes client that shows your app, not your cluster

https://github.com/dynaum/kubeside
1•dynaum•2m ago•0 comments

Stop fucking around with database commits and transactions

https://www.droppedasbaby.com/posts/db-commits/
2•offbyone42•5m ago•0 comments

The Toad Medicine Boom Was Built on a Myth

https://www.bloomberg.com/news/articles/2026-07-31/what-is-5-meo-dmt-the-god-molecule-and-the-per...
1•petethomas•7m ago•0 comments

Trump says Greenland will be under US control by the time he leaves office

https://www.independent.co.uk/news/world/americas/us-politics/trump-greenland-threats-europe-b302...
2•root-parent•8m ago•0 comments

RoR: Arbitrary file read and RCE in Active Storage

https://discuss.rubyonrails.org/t/cve-2026-66066-possible-arbitrary-file-read-and-remote-code-exe...
1•dnw•10m ago•0 comments

Situational Awareness: The Decade Ahead (2024)

https://situational-awareness.ai/
1•root-parent•10m ago•0 comments

Show HN: PhaseProbe – Find simulation transitions and turn them into tests

https://github.com/aliengineering-byte/phaseprobe
1•ali110v•11m ago•0 comments

Boeing Seats Failed Safety Test in Muan Crash Probe

https://www.chosun.com/english/national-en/2026/07/31/H3WJ5S2HXRGJLIUGYFGVRZ5ESY/
3•root-parent•12m ago•0 comments

Show HN: Symbio self fine-tuning AI loop

https://github.com/huyedits/Symbio
2•huyedit•17m ago•0 comments

Living in My Own Bubble

https://foundersdigest.substack.com/p/living-in-my-own-bubble
2•ashu1461•24m ago•0 comments

Willoughbyland: England's Forgotten South American Colony

https://www.historytoday.com/archive/history-matters/willoughbyland-englands-forgotten-south-amer...
1•benbreen•24m ago•0 comments

In the Land of the Polygons on Mars

https://science.nasa.gov/blog/curiosity-blog-sols-4934-4940-in-the-land-of-the-polygons/
2•jnord•26m ago•0 comments

Truth Social to sell fast access to Trump's social media posts

https://apnews.com/article/trump-truth-social-media-insider-trading-posts-feeds-traders-25c2c5be9...
4•bushwart•26m ago•1 comments

Things I would have done differently (consulting)

https://www.revsys.com/tidbits/things-i-would-have-done-differently/
2•craigkerstiens•26m ago•0 comments

Art Invented Humanity

https://aeon.co/essays/humans-did-not-invent-art-it-was-the-other-way-around
2•prismatic•26m ago•0 comments

Trying to Make Sense of Warsh

https://www.ft.com/content/17bcdc30-a59f-4a1f-afa7-f2c759fe588b
2•tcp_handshaker•27m ago•0 comments

Immutable Cosmic Distro AstrOS is now in beta

https://www.xda-developers.com/astros-a-distro-that-combines-the-best-of-arch-cosmic-and-immutabi...
2•linux-universe•28m ago•1 comments

Unraveling the mysteries of habit formation

https://www.kyoto-u.ac.jp/en/research-news/2026-07-28
6•hhs•28m ago•2 comments

Show HN: Wage Against the Machine – MacWages Index for AI Tasks

https://watm.ddyo.dev/
4•danr4•29m ago•1 comments

"Everyone Has Been Sold a Lie" on AI

https://www.youtube.com/watch?v=pHcZpvIfho0
15•tcp_handshaker•33m ago•1 comments

Anime User Interfaces

https://animeuserinterface.tumblr.com
5•akyuu•36m ago•0 comments

Some initial thoughts, and a complicated mix of feelings

https://twitter.com/henryquantum/status/2083623695436623915
1•bryan0•37m ago•0 comments

Bulunkul, Central Asia's Coldest (and Warmest) Town (2019)

https://www.worldnomads.com/stories/connection/bulunkul-central-asias-coldest-and-warmest-town
1•peter_d_sherman•37m ago•1 comments

Mexico became a surprise cornerstone of America's AI boom

https://www.ft.com/content/ac3274ac-86ca-46ac-bc7b-029fb9dcd173
2•alephnerd•38m ago•1 comments

The Math Superstar Who's Terrified of AI–and Just Took a Job at OpenAI

https://www.wsj.com/tech/ai/openai-jacob-tsimerman-fields-medal-ai-safety-391d0f79
2•fortran77•38m ago•2 comments

Mechanical strain creates chirality

https://www.mpsd.mpg.de/1208949/2026-07-cavalleri-nature
2•hhs•38m ago•0 comments

Bestprompts.sh – Best AI Prompts

https://bestprompts.sh
1•goldkey•39m ago•0 comments

The Rise and Fall of Leopold Aschenbrenner (Situational Awareness)

https://www.reddit.com/r/agi/comments/1vc33k1/the_rise_and_fall_of_leopold_aschenbrenner/
6•johnbarron•41m ago•0 comments

Show HN: Use iPhone's camera as a lux meter

https://www.impulsearc.com/wavelength/
2•bkazez•42m ago•0 comments

Show HN: Understanding the ReMarkable Coordinate System

https://scrybble.ink/blog/understanding-remarkable-coordinate-system
2•azeirah•43m ago•0 comments