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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

A Last-Minute Escape in Marathon Convinced Me It's Something Special

https://kotaku.com/an-incredible-last-minute-escape-in-marathon-convinced-me-its-something-specia...
1•PaulHoule•2m ago•0 comments

Show HN: Kaoslabs – My Linux VPS sandbox for self-hosting and AI art/video

https://kaoslabs.org
1•wilhart•3m ago•0 comments

Czech Man's Stone in Barn's Foundations Is Rare Bronze Age Spearhead Mold

https://www.smithsonianmag.com/smart-news/a-czech-man-used-this-stone-in-his-barns-foundations-it...
1•bookofjoe•3m ago•0 comments

Lazycut: A simple terminal video trimmer using FFmpeg

https://github.com/emin-ozata/lazycut
1•masterpos•4m ago•0 comments

UK rights group sues Valve for distributing music in games without a license

https://www.pcgamer.com/games/notorious-uk-rights-group-launches-legal-action-against-valve-for-d...
1•n1b0m•5m ago•0 comments

Schemesh – Unix shell and Lisp REPL, now with structured pipelines

https://github.com/cosmos72/schemesh/blob/main/README.md
2•cosmos0072•6m ago•1 comments

Polymarket gamblers threaten to kill me over Iran missile story

https://www.timesofisrael.com/gamblers-trying-to-win-a-bet-on-polymarket-are-vowing-to-kill-me-if...
4•defly•9m ago•0 comments

Show HN: Claude Code plugin that gives .svelte files full LSP intelligence

https://github.com/RA1NCS/svelte-lsp
3•gshreyan•10m ago•0 comments

What America Sent East: Lend-Lease and the Soviet War Machine

https://warcommons.com/2026/03/05/lend-lease-soviet-union-numbers/
1•NENCMediaGroup•11m ago•0 comments

What if Python was natively distributable?

https://medium.com/@bzurak/what-if-python-was-natively-distributable-3bfae485a408
1•bzurak•11m ago•0 comments

AI Learning Resources and Guides from Anthropic

https://www.anthropic.com/learn
1•vinhnx•11m ago•0 comments

MoD sources warn Palantir role at heart of government is threat to UK security

https://www.thenerve.news/p/palantir-technologies-uk-mod-sources-government-data-insights-securit...
3•vrganj•12m ago•0 comments

Hacking the Xbox One [video]

https://www.youtube.com/watch?v=FTFn4UZsA5U
2•serhack_•20m ago•0 comments

The Age of Eerie A.I. Political Ads Is Here

https://www.nytimes.com/2026/03/13/us/politics/ai-ads-campaign-deepfake.html
1•thm•22m ago•0 comments

Sunsetting Code with Me

https://blog.jetbrains.com/platform/2026/03/sunsetting-code-with-me/
1•ingve•23m ago•0 comments

Show HN: HiLo – A word guessing game based on binary search

https://hilogame.cc
2•ludovicianul•24m ago•0 comments

How I use crit to build crit

https://tomasztomczyk.com/blog/2026/how-i-use-crit-to-build-crit/
1•tomasz-tomczyk•26m ago•0 comments

Ask HN: AI Agents vs. Gateways vs. Harnesses

1•snthpy•26m ago•0 comments

Hackmate – a side project I built last year to help builders find collaborators

3•dfordp11•27m ago•0 comments

Horizon redress still a mess, MPs say – and Fujitsu hasn't paid a penny

https://www.theregister.com/2026/03/16/horizon_redress_still_a_mess/
2•Brajeshwar•27m ago•0 comments

Alaska sues GoFundMe, others over unauthorized charity pages

https://www.alaskasnewssource.com/2026/03/11/alaska-sues-gofundme-paypal-others-over-thousands-un...
2•gwbas1c•27m ago•0 comments

Show HN: DataCia – The database client that lets you focus

https://www.datacia.app/
1•rwiteshbera•28m ago•0 comments

Ogham MCP – Shared memory for AI coding agents, backed by Postgres

https://ogham-mcp.dev/
1•kevinburns•28m ago•0 comments

Home Care

https://dheeren.wuaze.com
1•peregrineturbo•29m ago•0 comments

Testing Universal Poster v10

1•Bobbymai•29m ago•0 comments

Show HN: HighSNR – Cut length and noise from your LLM context

https://www.high-snr.com/
2•gskm•29m ago•0 comments

The Self-Deceived Liar

https://secondvoice.substack.com/p/the-self-deceived-liar
1•jger15•31m ago•0 comments

Project Canard: $96 3D-Printed guided MANPADS rocket with MPU6050 and ESP32

https://twitter.com/chiefofautism/status/2033075790368108984
1•MrBuddyCasino•33m ago•0 comments

Agile ain't as bad when done by clankers

https://github.com/sebs/rewelo
2•therebase•36m ago•1 comments

Paul R Ehrlich has died

https://www.nytimes.com/2026/03/15/books/paul-r-ehrlich-dead.html
1•LaserDiscMan•39m ago•0 comments