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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

Do not let your type system reason about aliasing in your programming language

https://futhark-lang.org/blog/2026-09-22-aliasing.html
1•mpweiher•1m ago•0 comments

The Unix Philosophy for macOS

https://micahblachman.com/p/nanopost
1•subdomain•2m ago•0 comments

Mahvex – An all-in-one platform for developers

https://mahvex.githubpage.com/
1•mahbod_farajian•2m ago•0 comments

Details of how BC school shooter used ChatGPT 'more disturbing' than prev. known

https://www.cbc.ca/news/canada/british-columbia/mother-jones-chatgpt-safeguards-tumbler-ridge-bc-...
1•ghostpepper•3m ago•0 comments

Eras of SF Tech Culture

https://www.noahpinion.blog/p/four-eras-of-san-francisco-tech-culture
2•AnhTho_FR•4m ago•0 comments

A Constitutional Architecture for Synthetic Consciousness

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=7469179
1•lopanapol•5m ago•1 comments

All new PocketWebTools – Home of local AI

https://pocketweb.tools/
1•shafkathullah•7m ago•0 comments

I think this AI models are making us stupid and the reason is their interface

2•aveshusmangagda•11m ago•0 comments

The Case of the Missing SR-71 Blackbird

https://aviationweek.com/podcasts/check-6/podcast-case-missing-blackbird
1•Betelbuddy•12m ago•0 comments

New Satellite Engine Could Use Earth's Atmosphere to Stay in Orbit Indefinitely

https://scitechdaily.com/new-satellite-engine-could-use-earths-atmosphere-as-fuel-to-stay-in-orbi...
2•GordonS•13m ago•0 comments

Rulers of the childless land: A response to the AGMAI

https://proofsandprompts.com/2026/09/24/rulers-of-the-childless-land-a-response-to-the-agmai/
2•Zsfe510asG•13m ago•0 comments

The Flu Alarm Is Armed – and This Winter, It Gets Graded

https://laggingtruth.substack.com/p/the-flu-alarm-is-armed-and-this-winter
1•jaek913•14m ago•1 comments

Show HN: Ephemeral runner for JEV-style models

https://github.com/Partysun/jigor
1•zatsepin•15m ago•0 comments

Show HN: I made HACKER AI for your vibecoded app

https://www.netherite.uz
1•apexxx•16m ago•0 comments

The Nine-Person Game Team Will Soon Outperform a AAA Game Studio

https://www.clairvoyanceai.com/blog/the-nine-person-game-team-will-soon-outperform-a-aaa-game-studio
1•draginol•16m ago•0 comments

Show HN: Ogre MCP – Let your AI agent see your WoW Classic game state

https://github.com/bttf/ogremcp
1•bttf•17m ago•0 comments

The Office Harness for AI Agents – Spreadsheets,Docs,Slides,PDF in One Runtime

https://github.com/dream-num/univer
1•qwbfsa•17m ago•0 comments

There is more to code review than (automatable) detection

https://www.adaptivecapacitylabs.com/2026/08/24/there-is-more-to-code-review-than-automatable-det...
1•utiiiD•17m ago•0 comments

All Quiet on the AI Front: The Future of Undergraduate Math Research

https://arxiv.org/abs/2609.28615
3•Betelbuddy•20m ago•0 comments

Heaviside-1

https://www.arenaphysica.com/publications/heaviside-1
1•avidiax•23m ago•1 comments

The Art Forger Who Became a National Hero

https://priceonomics.com/the-art-forger-who-became-a-national-hero/
1•bookofjoe•23m ago•0 comments

What I Remember

https://stevenwaterman.uk/what-i-remember/
1•StevenWaterman•26m ago•0 comments

Whistleblower: Driscoll berries sent to Canada w excess chemicals

https://www.cbc.ca/news/canada/montreal/whistleblower-allege-driscoll-s-berries-9.7359158
1•randycupertino•28m ago•1 comments

A Roman Name for Software

https://marcosmagueta.com/blog/a-roman-name-for-software/
8•dimonomid•30m ago•1 comments

This Won't Make You Rich. But It Might Help You Avoid Losing It All

https://laggingtruth.substack.com/p/this-wont-make-you-rich
1•jaek913•32m ago•0 comments

An ad-free, zero-signup fullscreen color tool for monitor testing and light

https://blackscreen.vip/
2•wangxili1997•33m ago•2 comments

Golang: Crypto/fips140: do not bloat crypto code unnecessarily

https://github.com/golang/go/issues/81639
1•zx2c4•34m ago•1 comments

Qualcomm posts GPU patches for lower-tier Snapdragon X2 SoCs

https://www.phoronix.com/news/Qualcomm-Mahua-GPU-Support
1•cromka•36m ago•0 comments

Show HN: Prodigy – The Self-Updating Technical Digest

https://www.prodigy.org.in/
1•samayashar•37m ago•0 comments

Terraform and OpenTofu: A CI Checklist for AI-Generated Infra

https://masterpoint.io/blog/terraform-opentofu-ci-checklist/
2•mooreds•40m ago•0 comments