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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo 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•8mo 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•8mo 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

IntelliJ Idea: The Documentary [video]

https://www.youtube.com/watch?v=TwMXi6tDzLE
1•poisonborz•38s ago•0 comments

Show HN: Focusmo – A focus app I built for my ADHD time-blindness

https://www.focusmo.app/
1•elesinn•2m ago•0 comments

Why Trump's split with Europe over Greenland is a double-edged sword for Russia

https://www.cnn.com/2026/01/20/europe/analysis-putin-view-greenland-trump-latam-intl
2•breve•5m ago•0 comments

Show HN: Local and Private TradingView Alternative

https://www.vaultcharts.com/
2•AlexBThomsen•12m ago•0 comments

Antarctic penguins have shifted their breeding season

https://www.theguardian.com/world/2026/jan/20/antarctic-penguins-shift-breeding-season-climate-ch...
3•mykowebhn•13m ago•0 comments

Winaskpass: WSL SSH-add helper using WinCred

https://scarpino.dev/posts/winaskpass-wsl-ssh-add-helper-using-wincred.html
1•ilpianista•16m ago•0 comments

Extracting verified C++ from the Rocq theorem prover at Bloomberg

https://bloomberg.github.io/crane/
1•clarus•17m ago•1 comments

Show HN: Explic – An AI tutor that prompts you with questions, not answers

https://www.explic.app/
1•IndieDev-Will•17m ago•1 comments

Ask HN: Is it still worth building an AI tools directory in 2026?

1•NewWebDev•18m ago•0 comments

SSH to Get Your Coffee

https://www.terminal.shop/
1•michael-sumner•24m ago•0 comments

PardusAI – no prompt, only 1 CSV file, full self data analysis

https://pardusai.org/
1•lidangzzz•27m ago•0 comments

UK gambling regulator accuses Meta of lying about struggle to spot illegal ads

https://www.theregister.com/2026/01/20/uk_gambling_comission_criticizes_meta/
2•xyzzy3000•30m ago•0 comments

The Door

https://xorvoid.com/the_door.html
1•ibobev•32m ago•0 comments

Markdown Is the Best Format for Note-Taking

https://oneuptime.com/blog/post/2026-01-19-why-markdown-is-the-best-format-for-notetaking/view
1•ndhandala•35m ago•0 comments

Two Cheers for Ugly Code

https://www.johndcook.com/blog/2026/01/19/ugly-code/
1•ibobev•36m ago•0 comments

I used AI chatbots as a source of news and they were unreliable and erroneous

https://theconversation.com/i-used-ai-chatbots-as-a-source-of-news-for-a-month-and-they-were-unre...
2•JeanKage•37m ago•0 comments

The Copyrightability of Fonts Revisited

https://matthewbutterick.com/chron/the-copyrightability-of-fonts-revisited.html
1•7777777phil•37m ago•0 comments

Show HN: UggPugg-find the connections between anyone and anything

https://uggpugg.com/
1•soderpop•38m ago•0 comments

We have conducted a comprehensive safety test of electric buses

https://ruter.no/en/ruter-with-extensive-security-testing-of-electric-buses
2•tigerlily•38m ago•0 comments

Show HN: KindleBox, an infinite canvas for notes, links, media, and RSS

https://kindlebox.app
1•ianclemence•42m ago•0 comments

Model-Market Fit

https://www.nicolasbustamante.com/p/model-market-fit
2•bfelbo•42m ago•0 comments

What's so bad about Microsoft?

https://www.kmfms.com/whatsbad.html
2•lr0•43m ago•0 comments

Show HN: Vibe Coding Entire Full-Stack Apps with AI

https://www.subterranean.io/
1•wordongu•46m ago•0 comments

6 Years Building Video Players. 9B Requests. Starting Over

https://www.mux.com/blog/6-years-building-video-players-9-billion-requests-starting-over
1•bolp•51m ago•0 comments

Lessons from creating a gaming-oriented scheduler

https://lwn.net/Articles/1051430/
1•todsacerdoti•52m ago•0 comments

Enterprise Bulk File Renamer with Preview, Undo, Force-Rename, and CSV Export

https://gum.new/gum/cmjzyahd9001n04l4fmdwbz24
1•Dev_Master•53m ago•1 comments

QMD - Quick Markdown Search

https://github.com/tobi/qmd
2•saikatsg•56m ago•0 comments

Frankenwine: Multiple Personas in a Wine Process

https://nullprogram.com/blog/2026/01/19/
1•ingve•57m ago•0 comments

A nice implementation of AI summary – Spicy Takes

https://benn.spicytakes.org/
1•articsputnik•1h ago•0 comments

Show HN: Pygments Swift – Swift-native syntax highlighting library

https://github.com/muonium-ai/pygments-swift
1•senthilnayagam•1h ago•0 comments