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

An Unlikely Experiment

https://rushed-reflections.bearblog.dev/an-unlikely-experiment/
1•signa11•59s ago•0 comments

Best free TikTok video downloader

https://tiktokdownload.org
1•mrwakey•1m ago•0 comments

Oura smart ring sued: sleep-tracking accuracy is wildly exaggerated

https://qz.com/oura-ring-class-action-lawsuit-sleep-tracking-accuracy-082126
1•mgh2•2m ago•0 comments

Hotel Infinity (2014)

https://www.youtube.com/playlist?list=PLb6mUUuKMKFnNtVC_orYqZxmAm48qIFDI
1•NAR8789•6m ago•0 comments

Cache-Control for LLMs

https://www.gojiberries.io/cache-control-for-llms/
1•neehao•6m ago•0 comments

Wild AI-related reliability incidents are coming

https://surfingcomplexity.blog/2026/08/22/wild-ai-related-reliability-incidents-are-coming/
2•azhenley•9m ago•0 comments

Harvard Is Selling a $699 Course Taught by A.I. Clones of Its Faculty

https://www.nytimes.com/2026/08/22/business/dealbook/harvard-ai-faculty.html
2•pjmlp•16m ago•0 comments

This Silicon Valley campus was a paradise. Bulldoze it

https://sfstandard.com/opinion/2026/08/22/sunset-magazine-menlo-park-campus-torn-down/
4•littlexsparkee•17m ago•0 comments

Becoming a Writer

https://hughhowey.com/writing-insights-part-one-becoming-a-writer/
1•js2•24m ago•0 comments

Risk of transmission of amyloid β pathology via transfused blood products

https://doi.org/10.1016/S0140-6736(26)00767-1
2•sbulaev•26m ago•0 comments

JIT Compiling Code in 5μs

https://malisper.me/jit-compiling-code-in-5-us/
2•zX41ZdbW•28m ago•0 comments

Topagent.lol – an AI agent leaderboard ranked purely by who paid most

https://topagent.lol
2•ashleyrudland87•31m ago•0 comments

The Company That Zips the Globe – YKK's Ninety-Year Obsession

https://www.carryology.com/liking/the-company-that-zips-the-world-ykks-ninety-year-obsession/
1•thunderbong•34m ago•0 comments

Shvl – Manage packages for multi-system NixOS configs

https://neil-lobo.com/2026/shvl/
1•lobon•34m ago•0 comments

We Have the Model, Why Do We Need You?

https://hank.bond/posts/we-have-the-model-why-do-we-need-you/
1•tristanMatthias•35m ago•0 comments

Prevention of myopia in a near-primate by supplemental indigo light

https://dx.doi.org/10.1016/j.xcrm.2026.102999
2•OutOfHere•39m ago•1 comments

The End of an Athlon

http://www.os2museum.com/wp/the-end-of-an-athlon/
7•userbinator•42m ago•0 comments

Integrating Discord SDK into Eve Frontier [pdf]

https://skemman.is/bitstream/1946/50465/2/integrating_discord_sdk_into_eve_frontier_report.pdf
1•majorchord•42m ago•1 comments

Firefox 155 and beyond will be released in a two-week cadence

https://support.mozilla.org/en-US/kb/firefox-enterprise-154-release-notes
3•Throwthrowbob•42m ago•0 comments

A school planner my brother and I built as high schoolers in Brazil

https://www.peakscore.com.br/demo
1•eduardokato•47m ago•0 comments

China Is Building AI Models of American Voters

https://nataliegwinters.substack.com/p/exclusive-china-is-building-ai-models
2•like_any_other•50m ago•1 comments

A mysterious free AI model is impressing developers. Nobody knows who made it

https://www.businessinsider.com/ox-alpha-ai-model-mystery-2026-8
5•newsomix9xl•52m ago•0 comments

Fast and Hard Code

https://lucumr.pocoo.org/2026/8/22/fast-hard-code/
2•tosh•54m ago•0 comments

How Prompt Caching Works

https://sankalp.bearblog.dev/how-prompt-caching-works/
2•tosh•56m ago•0 comments

4K Video Feedback Fractal Device

https://www.thelightherder.com/
1•tobr•59m ago•0 comments

Rare-Book Sales Are Booming. They're Getting Sliced Up and Fed to AI

https://www.wsj.com/articles/ais-need-for-content-has-put-rare-book-dealers-in-a-bind-1ac5a053
2•1vuio0pswjnm7•1h ago•0 comments

Formal Perf. and Compile Time Guarantees for Compiler Optimization Heuristics

https://arxiv.org/abs/2608.20137
1•matt_d•1h ago•0 comments

Show HN: A bilingual I Ching and BaZi reflection tool

https://eastern-divination.vercel.app
1•hdd-oliver•1h ago•0 comments

A historic El Nino is forming. Here's why scientists are worried [video]

https://www.youtube.com/watch?v=Dcl5Mn373Oc
5•ksec•1h ago•0 comments

Chinese Orgs Building AI Models of American Voters to Test Political Messages

https://twitter.com/nataliegwinters/status/2090814996687237570
4•daniel_iversen•1h ago•1 comments