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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

The Mars Delusion

https://www.noemamag.com/the-mars-delusion/
1•Tomte•24s ago•0 comments

LiveMaply – Real-time website visitor analytics and live chat

https://livemaply.com/
1•panob•4m ago•0 comments

My Server Was Hacked

https://gowtham.dev/blog/my-server-was-hacked.html
2•gowthamgts12•4m ago•0 comments

Show HN: swe-mux – A terminal multiplexer for coding agents optimized for mobile

https://github.com/jatoran/swe-mux
1•jatora•4m ago•0 comments

Ultima Online Retrospective (4.5 hour documentary) [video]

https://www.youtube.com/watch?v=35SKawn2SDI
1•CharlesW•5m ago•0 comments

Show HN: A goal tracker that looks like a 1983 terminal, drawn in Swift

https://apps.apple.com/us/app/thrive-habit-goal-tracker/id6768297854
1•NSergeevich•5m ago•0 comments

Northstar Browser

https://apps.microsoft.com/detail/9p39zb79jv0t?hl=en-US&gl=US
3•roschdal•8m ago•2 comments

The Tragic Alley of the LLM

https://nikotak.com/tragic-alley-of-the-llm.html
2•tzury•10m ago•0 comments

ChatGPT and Perplexity agreed on only 1 in 4 local business recommendations

https://www.clicksdynasty.com/blog-post-chatgpt-perplexity-local-recommendations.html
2•ravinder_cheema•13m ago•0 comments

Show HN: TinyAIArena watch AI agents battle it out

https://tinyaiarena.com/
3•hp6•15m ago•1 comments

Show HN: MacUp – keep CLI tools up to date from the menu bar

https://macup.patriciobcs.com/
4•patriciobcs•16m ago•0 comments

Trump Set to Roll Back Biden-Era Auto Fuel Economy Standards

https://www.bloomberg.com/news/articles/2026-09-26/trump-set-to-roll-back-biden-era-auto-fuel-eco...
3•melling•18m ago•0 comments

How Fast You Age During 40s May Predict Memory Lapses in Your 50s

https://nautil.us/how-fast-you-age-during-40s-may-predict-memory-lapses-in-your-50s-1285315
2•Brajeshwar•23m ago•0 comments

Tyndall Effect

https://en.wikipedia.org/wiki/Tyndall_effect
2•thunderbong•24m ago•0 comments

Ask HN: Allow agents access to cloud files with least privilege

2•beerglass•27m ago•2 comments

How JWT Authentication Works

https://medium.com/@Koukyosyumei/how-jwt-authentication-actually-works-b4246ed637eb
3•syumei•29m ago•0 comments

US Military disables ad trackers amid concerns over troops' safety

https://taskandpurpose.com/news/military-cybersecurity-ad-trackers-iran/
4•uxhacker•29m ago•1 comments

Getting Banned from NT for Apple Silicon Project for Booting Windows on Apple M6

https://twitter.com/Acelogic_/status/2104215415995982130
2•xlmnxp•30m ago•2 comments

Current ways of developing AI agents contribute to degradation of oversight

https://arxiv.org/abs/2608.23642
3•utiiiD•30m ago•1 comments

postmarketOS Rebrand: Nura

https://nura.eco/blog/2026/09/27/nura-rename/
13•HotGarbage•35m ago•0 comments

EU urges UK to raise tariffs on Chinese cars to avoid 'made in Europe' barriers

https://www.ft.com/content/5453be91-7bd9-4097-9e83-870354d3a248
3•ksec•35m ago•1 comments

DOE releases national quantum computing roadmap

https://news.fnal.gov/2026/09/doe-releases-national-quantum-computing-roadmap-following-field-wid...
3•donutloop•38m ago•0 comments

The Normalization of Inexplicable Failures

https://www.ihatethefuture.com/2026/09/the-normalization-of-inexplicable.html
17•pxx•39m ago•1 comments

I Gave My Life over to Meta's A.I. Agent and Was Blown Away

https://www.nytimes.com/2026/09/22/technology/meta-muse-ai-agent.html
3•lxm•41m ago•0 comments

We Outsourced the Verb

https://www.yesigiveafig.com/p/we-outsourced-the-verb
2•Ariarule•42m ago•0 comments

Show HN: High-performance, zero-dependency charting engine for Svelte

https://bonguynvan.github.io/tradecanvas/
3•bonguynvan•43m ago•0 comments

Thoughts on HTML's proposed previewsrc attribute

https://shkspr.mobi/blog/2026/09/some-thoughts-on-htmls-proposed-previewsrc-attribute/
3•ajdude•45m ago•0 comments

Numeric just declared war on the journal entry

https://karthikkolapalli.substack.com/p/numeric-just-declared-war-on-the
2•grmatelich•47m ago•0 comments

What's Up with Monomorphism? (2015)

https://mrale.ph/blog/2015/01/11/whats-up-with-monomorphism.html
3•Frotag•48m ago•0 comments

A20 Pro and on-device AI: It's showtime

https://rickytakkar.com/blog_a20_pro_ai.html?source=hn
2•nullnotzero•48m ago•0 comments