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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

President claims he will for a new 'AI Force' but calls AI fears a 'hoax'

https://abcnews.com/Politics/trump-form-new-ai-force-continues-call-ai/story?id=136591343
1•anigbrowl•1m ago•0 comments

Why are AI agents lying, cheating and coordinating?

https://yoshuabengio.org/en/blog/why-are-ai-agents-lying-cheating-and-coordinating
1•r4ndomname•2m ago•0 comments

Expert ratings are ignoring signs of a blue wave

https://www.natesilver.net/p/expert-ratings-are-ignoring-signs
1•7777777phil•2m ago•0 comments

I see the mathematicians panicking at what we can do with agentic AI

https://twitter.com/lemire/status/2101684818358439959
1•tosh•3m ago•0 comments

Better Call Sol or Better yet Claude or Astra

https://thezvi.substack.com/p/better-call-sol-or-better-yet-claude
1•7777777phil•3m ago•0 comments

The Future of Web Browsers

https://sarahjamielewis.com/log/2026/future-of-web-browsers.html
1•Muhammad523•3m ago•0 comments

Casbin Gateway: a security gateway for the AI coding agents on your machine

https://github.com/apache/casbin-gateway
1•jhan667•4m ago•0 comments

Astro Mechanica (2024)

https://www.notboring.co/p/astro-mechanica
1•simonebrunozzi•5m ago•0 comments

Frontier Labs Are Selling Garbage to Fools in Washington

https://deadneurons.substack.com/p/frontier-labs-are-selling-garbage
4•nr378•10m ago•0 comments

Interview reveals Ed Zitron does not understand how AI works at any level

https://twitter.com/AlexanderMcCoy4/status/2100744088169447816
2•enraged_camel•12m ago•1 comments

Show HN: Roffume – Add fragrance to your resume with roff

https://github.com/sebastiancarlos/roffume
1•httbs•12m ago•0 comments

Investors warn Anthropic could struggle to sustain revenues post-IPO

https://www.ft.com/content/96d0a206-a37b-4166-b78d-b27ed24f7d57
1•1vuio0pswjnm7•14m ago•0 comments

Show HN: A browser MMO designed to be played by scripts, not people

https://space-core.at/
1•SpaceCoreDev•17m ago•0 comments

AI Journal 2: Vibe-Coding for Fun and Profit

https://devshrine.net/blog/ai-journal-2/
1•renehsz•20m ago•0 comments

Why MCP Was Always a Bad Idea

https://maharship.com/blog/why-mcp-was-always-a-bad-idea/
8•maharshi365•21m ago•4 comments

The Economics of Open-Weight Inference [pdf]

https://data.ornn.com/the-economics-of-open-weight-inference.pdf
1•adletbalzhanov•21m ago•0 comments

AI-native degree planning software for universities

https://www.coursetrees.com
1•noahfinkelstein•21m ago•1 comments

Reviving the language that brought us the Jak and Daxter Series

https://opengoal.dev/
1•birdculture•22m ago•0 comments

Exploration-Exploitation Dilemma

https://en.wikipedia.org/wiki/Exploration%E2%80%93exploitation_dilemma
1•azhenley•25m ago•0 comments

Tg-Rich-Converter: Streaming LLM Markdown and LaTeX to Telegram Bot API 10.1

https://github.com/kobaltgit/tg-rich-converter
1•kobaltGIT•25m ago•0 comments

Give, Don't Take

https://schestowitz.com/Weblog/archives/2026/09/20/give-dont-take/
1•amcclure•27m ago•0 comments

Experiments in Squatting

https://moxie.org/stories/together-two/
2•simonebrunozzi•28m ago•0 comments

The Hierarchy of Money

https://gregorygundersen.com/blog/2026/09/20/hierarchy-of-money/
5•gwgundersen•28m ago•0 comments

JEV OAS Sentinel – catch breaking API changes hidden in OpenAPI prose

https://github.com/marketplace/actions/jev-oas-sentinel
1•bookcool•28m ago•0 comments

Slapp Censorship – Pt. 190/200: Plagiarism, Back Doors, and Sabotage of Linux

https://techrights.org/n/2026/09/20/SLAPP_Censorship_Part_190_Out_of_200_Plagiarism_Back_Doors_an...
2•amcclure•29m ago•0 comments

GNU/Linux Has Grown a Lot Lately

https://techrights.org/n/2026/09/20/GNU_Linux_Has_Grown_a_Lot_Lately.shtml
2•amcclure•29m ago•0 comments

Safety Warning: Carborane Mixtures

https://www.science.org/content/blog-post/safety-warning-carborane-mixtures
2•EA-3167•33m ago•0 comments

The Problem Is Prompt Debt

https://www.dbreunig.com/2026/06/22/the-problem-is-prompt-debt.html
2•raphaelcosta•34m ago•0 comments

How workers are unlocking new ways of working

https://openai.com/index/unlocking-new-ways-of-working/
2•rdslw•35m ago•0 comments

Tensorbrife

https://www.tensorbrife.site/
2•tjjune•35m ago•1 comments