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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

Code Review Agent Should Run in CI, Not on Your Computer

https://epho.io/blog/code-review-agent-in-ci/
1•terzioglub•37s ago•0 comments

Show HN: I built a phone app to gamify fitness with friends

https://pactpals.com
1•rephus•41s ago•0 comments

Zxc 0.15.0 – decompression 2x faster than Zstandard

https://libzxc.org/
1•birdculture•58s ago•0 comments

Tell HN: Wise holds my company's $22,954 for 27 days, then goes silent

1•piotrreich•1m ago•0 comments

Show HN: An Algol 60 compiler with a LuaJIT runtime

https://github.com/rochus-keller/Algol60/releases/tag/2026-10-09
1•Rochus•3m ago•0 comments

War Games of Dimming the Sun

https://www.wired.com/story/they-war-gamed-dimming-the-sun-it-went-even-worse-than-you-think/
1•elo2000•3m ago•0 comments

I'm Not a Robot: The Internet's Human Test

https://foundinthemachine.com/episodes/8-i-m-not-a-robot-the-internet-s-human-test/
1•surprisetalk•4m ago•0 comments

WHO report on Russian lab worker death highlights "key uncertainty"

https://arstechnica.com/health/2026/10/who-report-on-russian-lab-worker-death-highlights-key-unce...
1•rbanffy•5m ago•0 comments

OnlyOffice 10.0 Released with AI Features, 1k Bug Fixes

https://www.phoronix.com/news/ONLYOFFICE-10.0
1•rbanffy•5m ago•1 comments

Gaming on Linux Without Cheating

https://onlineservices.epicgames.com/news/introducing-easy-anti-cheat-linux-v2
1•water-drummer•5m ago•0 comments

Asterinas 0.19.0

https://asterinas.github.io/2026/10/13/announcing-asterinas-0.19.0.html
2•pjmlp•6m ago•0 comments

Show HN: MLX Direct Decider, Mac local decider without fine-tuning

https://github.com/ItsOdeLeo/MLX-Direct-Decider
1•LeoisNotAI•6m ago•0 comments

Netflix is laying off roughly 6% of its workforce

https://www.cnbc.com/2026/10/14/netflix-layoffs.html
5•nabbed•7m ago•1 comments

Ported2Browser

https://ported2browser.com/
1•luispa•7m ago•0 comments

ESA targets Anbernic emulation handhelds as "superfake" piracy enablers

https://arstechnica.com/gaming/2026/10/esa-targets-anbernic-emulation-handhelds-as-superfake-pira...
2•rbanffy•8m ago•0 comments

Hash-consing MMDB search trees: 31% smaller files, identical lookups

https://ipinfo.io/blog/how-made-mmdb-files-smaller
1•mmaia•8m ago•0 comments

Flashcards in ChatGPT

https://help.openai.com/en/articles/20001533-flashcards-in-chatgpt
1•joshdavham•8m ago•0 comments

Bitwise-identical training and inference across GPU vendors – Nvidia, AMD, Apple

https://github.com/mojolearn/mojolearn
1•andrewhendel•9m ago•0 comments

Show HN: BScaff – A CLI tool for project scaffolding and snippets

https://github.com/akashnag/bscaff
1•akashnagcs•10m ago•0 comments

Domain Aware Software Factory

https://sohit.substack.com/p/domain-aware-software-factories
1•sohitkeshri•10m ago•0 comments

Show HN: Merlin, Run Your Claude Code and Codex from Slack, Linear and GitHub

https://usemerlin.ai
1•dottchen•11m ago•0 comments

Apply as a team and earn €50M in Mollie equity

https://www.mollie.com/nightshift
1•koenvanham•11m ago•0 comments

Show HN: Open-source DFM checks for manufacturing and MCP

https://openmrp.ai/dfm
2•dalbaugh•12m ago•1 comments

Man, SF is downright gloomy these days

https://12gramsofcarbon.com/p/notes-from-the-sf-safety-scene
2•theahura•13m ago•0 comments

GitHub Actions has added lock files

https://github.blog/changelog/2026-10-14-github-actions-workflow-lockfiles-in-public-preview/
3•bengotch•15m ago•0 comments

Cancellation of this year's Grace Hopper Celebration

https://ghc.anitab.org
1•bobbiechen•15m ago•0 comments

Mathematical proof in the age of AI

https://rutar.org/writing/mathematical-proof-ai/
1•arutar•15m ago•0 comments

The Silicon Compiler Comes Back as an AI Agent Factory

https://brianroemmele.substack.com/p/the-silicon-compiler-comes-back-as
1•MaysonL•16m ago•0 comments

Pumbkin – Roll your own custom voxel jack-O-lantern

https://pumbkin.xyz/
1•internetguy•17m ago•0 comments

Machine, Assemble, Repair: How We Build Atlas [video]

https://www.youtube.com/watch?v=dP_i7hRvGpE
1•Klaster_1•17m ago•0 comments