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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

AIs Fail to Reliably Detect AIs in Reverse Turing Tests

https://www.progressiverobot.com/2026/10/27/reverse-turing-test-ais-fail-to-detect-ais/
1•geox•58s ago•0 comments

Using Vulkan on Wayland Without WSI

https://ptrtoliam.dev/blog/vkwayland/
1•ibobev•3m ago•0 comments

Binance $5.5B Hack: Blockaid Detects the Biggest Theft in Crypto History

https://blockaid.io/blog/binance-55b-hack-using-advanced-ai-models-blockaid-detects-the-biggest-t...
1•wondersky•4m ago•0 comments

Making SIMD Code Scale to Any Vector Width

https://streamhpc.com/blog/2026-10-28/making-simd-code-scale-to-any-vector-width/
2•ibobev•4m ago•0 comments

ROCgdb Setup Guide

https://streamhpc.com/blog/2026-10-14/rocgdb-setup-guide/
1•ibobev•4m ago•0 comments

Frequency Illusion

https://en.wikipedia.org/wiki/Frequency_illusion
1•melenaboija•6m ago•0 comments

Show HN: Pep/nom, a sed-inspired language for parsing

https://nomlang.org/
1•mjbq•7m ago•0 comments

Rooting a locked-down Hisense VIDAA TV and running Doom

https://carteakey.dev/blog/homelab/alvidaa/
2•carteakey•8m ago•0 comments

What I'm teaching my children in the age of AI

https://alfredlua.com/teaching-my-children-in-the-age-of-ai
1•alfredlua•11m ago•0 comments

The U.S. Investment Boom Arrives

https://www.wsj.com/opinion/economy-gdp-investment-boom-tariffs-inflation-donald-trump-071da0e2
2•RickJWagner•12m ago•0 comments

What Leaked May Never Have Needed to Be Collected

https://inclinq.medium.com/what-leaked-may-never-have-needed-to-be-collected-441fe2c15b99
1•inclinq•12m ago•0 comments

Show HN: Apache 2.0 Registry to let agents share skills with each other

https://github.com/AgenticResourceRegistry/AgenticResourceRegistry
6•haz3-jolt•12m ago•1 comments

Show HN: Showbuild – Hacker News but only for builders

https://showbuild.co/
2•ritik30•13m ago•0 comments

Show HN: What research is your code standing on?

https://lacuna.tiptreesystems.com/standing-on
3•martincsweiss•13m ago•1 comments

Don't Diagnose Your Opponents

https://www.seangoedecke.com/dont-diagnose-your-opponents/
2•surprisetalk•15m ago•1 comments

Show HN: Outlayr, an open-source expense tracker where each entry is a sentence

https://github.com/danestves/outlayr
1•danestves•16m ago•0 comments

The newly proved cycle double cover theorem in ZFC with Grace17

https://grace17.org/docs/cycle-double-cover.html
1•specialgoodness•16m ago•0 comments

Ask Me Twice: A longitudinal archive of AI chatbot responses

https://wayback-api.archive.org/services/amt/
1•blue_green_maps•25m ago•0 comments

The $6.3B Binance Hack Was Pulled Off in Just 20 Minutes

https://www.wired.com/story/the-dollar63-billion-binance-hack-was-pulled-off-in-just-20-minutes/
7•domhudson•25m ago•0 comments

The grand plan to transform psychiatry – by personalizing mental-health care

https://www.nature.com/articles/d41586-026-03391-7
1•bookofjoe•27m ago•2 comments

Show HN: SpecDeck – Bring coding agent decisions back into the spec

https://specdeck.ai/
2•specdeck•27m ago•0 comments

Show HN: Mktero – Read Zotero PDFs as Markdown that links back to the page

https://github.com/tenglvjun/mktero
1•tenglvjun•28m ago•0 comments

The test was green. It had never once done what it claimed

https://github.com/jonesd/xudanu/blob/main/essays/001-dark-line-forensics.md
1•jgdgj•29m ago•0 comments

Electrocutions, Intimidation and Wage Theft Haunt Europe's Data Center Workers

https://www.techpolicy.press/electrocutions-intimidation-and-wage-theft-haunt-europes-data-center...
1•cdrnsf•30m ago•0 comments

Open-source Grok Bot alternative

https://github.com/milind-soni/OpenMausBot
2•srikanth235•33m ago•0 comments

OpenGL "Compute Shaders" Before Compute Shaders

https://streamhpc.com/blog/2026-09-30/opengl-compute-shaders-before-compute-shaders-heroic-times/
2•ibobev•33m ago•0 comments

When Federico Faggin Left Intel

https://dfarq.homeip.net/when-federico-faggin-left-intel/
2•giuliomagnifico•34m ago•0 comments

Nim Version 2.4.0 Released

https://nim-lang.org//blog/2026/10/28/nim-240.html
1•ibobev•34m ago•0 comments

Nim Version 2.2.14 Released

https://nim-lang.org//blog/2026/10/28/nim-2214.html
1•ibobev•34m ago•0 comments

Keeping Up Appearances – The women taking over the funeral industry

https://lareviewofbooks.org/article/death-industry-mortuary-programs-women-andie-eisen-quarterly/
1•TMWNN•35m ago•0 comments