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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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 Inadequacy of House Burping

https://www.greenbuildingadvisor.com/article/the-inadequacy-of-house-burping
1•quercusa•1m ago•0 comments

France unveils plan to phase out fossil fuels by 2050

https://www.ctvnews.ca/climate-and-environment/article/france-unveils-plan-to-ditch-all-fossil-fu...
1•mpweiher•2m ago•0 comments

Mathematical Writing [pdf]

https://jmlr.csail.mit.edu/reviewing-papers/knuth_mathematical_writing.pdf
1•susam•3m ago•0 comments

CotEditor – plain text editor for macOS

https://coteditor.com
1•bitigchi•3m ago•0 comments

The Quant Engine is live

https://newsfinanceai.com/
1•globalbiz•3m ago•0 comments

DevCam – Native macOS screen recorder

https://www.devcam.app/
1•dumitrujonathan•4m ago•1 comments

Seer – Open-source local AI image descriptions for screen readers (no API key)

https://github.com/recursia-lab/Seer
1•chiachi•4m ago•1 comments

Ruby One-Liners Guide

https://learnbyexample.github.io/learn_ruby_oneliners/cover.html
1•thunderbong•5m ago•0 comments

Can't believe I spent a 100 hours on building this was it worth it?

https://old.reddit.com/r/SideProject/comments/1sz7jzx/cant_believe_i_spent_a_100_hours_on_building/
1•frans•6m ago•0 comments

Please consider publishing a full-text RSS feed for your website or blog

https://neilzone.co.uk/2026/04/please-consider-publishing-a-full-text-rss-feed-for-your-website-o...
1•speckx•7m ago•0 comments

Telegram Client Telega Routes Traffic Through Russian MitM Infrastructure

https://theopenreader.org/Journalism:Analysis_Reveals_MITM_Attack_in_Telegram_Client_Telega_Android
2•TORcicada•8m ago•0 comments

Our 2026 Direction: AI and Classic Workflows in JetBrains IDEs

https://blog.jetbrains.com/ai/2026/04/our-2026-direction-ai-and-classic-workflows-in-jetbrains-ides/
1•patrikcsak•8m ago•0 comments

Benchmarking Opus 4.7: ~80% higher cost in practice

https://www.wozcode.com/blog/opus-4-7-pricing
4•bcollins34•11m ago•0 comments

Prosody IM 13.0.5 released – An XMPP/Jabber server written in Lua

https://blog.prosody.im/prosody-13.0.5-released/
1•neustradamus•11m ago•0 comments

The end of "Just ask Sarah"

https://simme.dev/posts/the-end-of-just-ask-sarah/
1•milkglass•11m ago•0 comments

PocketOS AI Fiasco – Lesson in Automation Access

https://onlytech.boo/incident/pocketos-ai-fiasco-lesson-in-automation-access-mokdojol
1•vednig•12m ago•0 comments

We Consciousness Researchers Have Failed You

https://www.theintrinsicperspective.com/p/we-consciousness-researchers-have
1•Ariarule•12m ago•0 comments

Show HN: Distributed-correctness tests using Jepsen tooling pass on ArcadeDB

https://arcadedb.com/blog/arcadedb-jepsen-tests-34-pass/
1•lvca•13m ago•0 comments

Direct electrochemical black coffee quality appraisal using cyclic voltammetry

https://www.nature.com/articles/s41467-026-71526-5
2•bookofjoe•14m ago•0 comments

Sam Altman and Elon Musk Sure Dislike Each Other

https://www.theatlantic.com/technology/2026/04/openai-trial-elon-musk-sam-altman/686984/
3•voxadam•15m ago•1 comments

Miracle – A Wayland Compositor You Can Script with WebAssembly

https://github.com/miracle-wm-org/miracle-wm
1•matthewkosarek•15m ago•0 comments

Functional Programmers need to take a look at Zig

https://pure-systems.org/posts/2026-04-29-functional-programmers-need-to-take-a-look-at-zig.html
1•doyougnu•15m ago•0 comments

UK government says 100 countries have spyware that can hack people's phones

https://techcrunch.com/2026/04/22/uk-government-says-100-countries-have-spyware-that-can-hack-peo...
1•speckx•16m ago•0 comments

HERMES.md: Anthropic bug causes $200 extra charge, refuses refund

https://github.com/anthropics/claude-code/issues/53262
71•homebrewer•18m ago•6 comments

LLMs understand flavours without ever tasting anything

https://arxiv.org/abs/2604.22776
3•josefchen•18m ago•0 comments

CipherTax – Safely use AI for tax filing by redacting PII locally

https://github.com/z26zheng/CipherTax
1•z26zheng•21m ago•0 comments

Lua-Ification of Hyprland Configs

https://hypr.land/news/26_lua/
2•paranoidxprod•21m ago•0 comments

A Path Not Taken for OxCaml

https://joel.place/blog/path-not-taken/
1•salted-cacao•22m ago•0 comments

"Slow Metabolism" May Help Explain High Dieting Failure Rates

https://greyenlightenment.com/2026/04/26/slow-metabolism-may-help-explain-high-dieting-failure-ra...
2•paulpauper•22m ago•0 comments

PS5 Linux loader goes public, turning console into full Linux gaming PC

https://www.tomshardware.com/software/linux/ps5-linux-loadr-goes-public-turning-phat-consoles-int...
2•akyuu•23m ago•0 comments