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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

Tell HN: GitHub Is Down

1•yuvadam•44s ago•0 comments

Krea 3 Technical Report

https://www.krea.ai/blog/krea-3-technical-report
1•ravenical•5m ago•0 comments

Show HN: Rexfeed – A tech feed in a Rex side pane while your coding agent works

https://github.com/alpcanaydin/rexfeed
1•alpcan•6m ago•0 comments

GraalVM 25.5: new optimizations and Python web framework

https://medium.com/graalvm/graalvm-25-5-is-here-19535117b14b
1•mike_hearn•10m ago•0 comments

Osewa – An open-source alternative to SSH and Mosh

https://osewa.dev/
1•dkpk•16m ago•0 comments

Show HN: Umbra – a autonomous Android agent with background screen control

https://github.com/chengmatt416/umbra
1•pinyen_cheng•20m ago•1 comments

Show HN: Md2docx – Compile Markdown directly into native Word documents

https://md2docx.js.org/
1•mayank1513•21m ago•0 comments

The Peruvian hotel with a terrifying check-in

https://www.bbc.com/travel/article/20261028-the-peruvian-hotel-with-a-terrifying-check-in
2•tosh•22m ago•0 comments

How I AI

https://blog.radix63.dk/posts/how-i-ai/
1•eisbaw•24m ago•0 comments

Ubuntu unattended-upgrades installs HAProxy version with a major regression

https://bugs.launchpad.net/ubuntu/+source/haproxy/+bug/2172897
3•sfkgtbor•24m ago•0 comments

Show HN: Hormuz Signal – Iran war escalation risk from real data

https://www.HormuzSignal.com/
2•mrPaul658•28m ago•0 comments

AI UI/UX designer: assign a ticket, get senior-reviewed Figma designs in 24-48h

https://ai.greensighter.com/
1•dakochamp•32m ago•0 comments

A Universe in the Ring: What If We Could Start Our Own Sandbox at CERN?

https://medium.com/system-weakness/a-universe-in-the-ring-what-if-we-could-start-our-own-sandbox-...
1•mkraft_berlin•33m ago•0 comments

ChatGPT and Work are merging soon, while ChatGPT Classic retires in January

https://9to5mac.com/2026/11/02/openai-is-retiring-chatgpt-classic-app-will-soon-combine-chat-and-...
1•tmarice•35m ago•0 comments

Geolocating any audio recording using flight data and the Doppler Effect

https://www.techradar.com/computing/cyber-security/youtuber-discovers-aircraft-noise-trick-that-c...
2•vrganj•42m ago•0 comments

Verification Is Not Knowledge: Science needs more than answers

https://blog.cosmos-institute.org/p/verification-is-not-knowledge
26•ersinesen•48m ago•6 comments

Flutter updates required to remediate the eMudhra certificate compromise

https://firebase.google.com/support/guides/compromised-emudhra-intermediate-ca
2•bitneuker•49m ago•0 comments

Milkman – The Better Alternative to Postman

https://milkman.dev/
5•jplunien•52m ago•3 comments

The Gacha game I play everyday, Nikke, was targeted by a supply chain attack

https://twitter.com/lauriferrd/status/2117655602843533509
3•katomegumi111•52m ago•0 comments

Show HN: Unsquatted – fast domain checker and curated list

https://unsquatted.com
2•vovahimself•53m ago•0 comments

Ideas for Testing Randomized Algorithms

https://timvieira.github.io/testing-randomized-algorithms/
2•bacr•53m ago•0 comments

Kitty 0.50

https://sw.kovidgoyal.net/kitty/changelog/#
68•porridgeraisin•53m ago•21 comments

Protocol Explorer

https://protocol-explorer-alpha.vercel.app/
2•giis•55m ago•0 comments

Show HN: Vegetable Gardening for Engineers

https://jrcpl.us/contrib/2020/gardening-for-engineers/
3•jrcplus•56m ago•0 comments

Observations from Running Stealmybitcoin.com

https://pavursec.com/blog/stealmybitcoin/
3•birdculture•56m ago•0 comments

First mistakes as an engineering manager

https://hypomanic.dev/first-mistakes-as-an-engineering-manager
4•molw•56m ago•2 comments

Better Auth Critical Vulnerabilities

https://better-auth.com/blog/security-release-2026-11-03
2•pranshuchittora•57m ago•0 comments

Hermes: A job-search agent that applies for you

https://github.com/shbernal/hermes-linkedin-jobsearch
2•shbernal01•57m ago•0 comments

Show HN: Headline Redline – track changes in News Headlines

https://headlineredline.com/
2•oyster143•57m ago•0 comments

In-browser code screenshot beautifier with zero server uploads

https://vault-pro.rashid-salimov96.workers.dev/en/tools/code-to-image/
2•badrasr•59m ago•0 comments