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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

Autoresarch for Refactoring

https://taoofmac.com/space/notes/2026/03/29/1300
2•rcarmo•6s ago•0 comments

APIEval-20: A Benchmark for Black-Box API Test Suite Generation

https://huggingface.co/datasets/kusho-ai/api-eval-20
1•AkshatVirmani•1m ago•0 comments

Uutils/tar: Rust reimplementation of the tar utility

https://github.com/uutils/tar
1•maxloh•5m ago•0 comments

Wonderful: Quantum Life Must Watch

https://www.youtube.com/watch?v=T0pqGUMv4Nc
1•manishfoodtechs•5m ago•1 comments

Captain Midnight satellite broadcast intrusion

https://en.wikipedia.org/wiki/Captain_Midnight_broadcast_signal_intrusion
1•piker•7m ago•0 comments

It's a Trap: Emperor Palpatine's Poison Pill

https://arxiv.org/abs/1511.09054
1•AFF87•8m ago•0 comments

Release PiClaw v1.7.0 – The Shawshank Redemption · rcarmo/piclaw

https://github.com/rcarmo/piclaw/releases/tag/v1.7.0
1•rcarmo•9m ago•0 comments

OpenClaw type agents and ERP = future of enterprise?

1•bhoogle•12m ago•0 comments

AI and bots have officially taken over the internet

https://www.cnbc.com/2026/03/26/ai-bots-humans-internet.html
3•zaikunzhang•14m ago•1 comments

Subnautica 2 publisher's CEO used ChatGPT to fire studio head and failed

https://www.theguardian.com/technology/2026/mar/18/subnautica-2-publisher-krafton-ceo-reinstated-...
4•u1hcw9nx•15m ago•1 comments

A Cautionary Tale from the Decline of SourceForge

https://neverworkintheory.org/2022/04/21/decline-of-sourceforge.html
2•jruohonen•18m ago•1 comments

Uber Backs Bills to Make It Harder to Sue Them for Crashes

https://jacobin.com/2026/03/uber-crashes-lawsuit-california-robotaxis/
1•YeGoblynQueenne•20m ago•0 comments

Is OpenClaw Safe Yet? I Audited My Own Setup

https://www.dhawalshah.net/article/openclaw-security-audit
1•djshah•22m ago•0 comments

Show HN: RedTerm, an Android SSH terminal for clipboard image upload

https://play.google.com/store/apps/details?id=com.coderred.redterm&hl=en_US
1•coderredlab•23m ago•0 comments

Free AI Research Resources, Student Journal, & Open Discussion Forum

https://www.sairc.net
1•imranmk•24m ago•0 comments

Dear Mr. 'I know AI and you don't' guy

https://www.msn.com/en-us/money/smallbusiness/dear-mr-i-know-ai-and-you-don-t-guy-please-shut-up/...
2•galaxyLogic•26m ago•0 comments

'I thought, what the hell have I done?': the people who moved abroad for love

https://www.theguardian.com/lifeandstyle/2026/mar/29/emigrate-partner-moved-abroad-love-regret
3•Tomte•26m ago•0 comments

Built a local first personal finance tracker in Rust

https://github.com/Helius-Finance/helius-finance-tracker
1•stvr393•27m ago•0 comments

PlayStation prices surge worldwide amid tariffs&supply strain,2nd hike in a year

https://komonews.com/news/local/playstation-price-hike-means-the-gaming-console-will-cost-more-ir...
1•Markoff•32m ago•0 comments

A Fast Immutable Map in Go

https://lemire.me/blog/2026/03/29/a-fast-immutable-map-in-go/
1•ingve•34m ago•0 comments

15 years, one server, 8GB RAM and 500k users – how Webminal refuses to die

https://community.webminal.org/t/15-years-one-server-8gb-ram-and-500k-users-how-webminal-refuses-...
12•giis•34m ago•2 comments

Show HN: Real-time voice-to-voice translation for any app on macOS

https://voiceleap.ai/
1•kamban•35m ago•0 comments

China's EV Companies Aren't Just Making Great Cars. They're Making Money

https://insideevs.com/news/791403/multiple-chinese-ev-makers-profitable/
3•Markoff•35m ago•0 comments

Device-Access Under the Digital Omnibus

https://www.law.kuleuven.be/citip/blog/device-access-under-the-digital-omnibus-more-security-or-j...
1•jruohonen•41m ago•0 comments

Private Credit's Exposure to Ailing Software Industry Is Bigger Than Advertised

https://www.wsj.com/finance/investing/private-credits-exposure-to-ailing-software-industry-is-big...
2•JumpCrisscross•45m ago•0 comments

Show HN: NVSonar – tells why your GPU is slow, not just utilization percentage

https://github.com/btursunbayev/nvsonar
2•btursunbayev•46m ago•1 comments

Ask HN: Disable/Destroy Kharg Island Preferable to Occupation?

1•giardini•49m ago•2 comments

I built an MCP server so your agent stops picking the wrong cloud services

https://github.com/Tlalvarez/Auxiliar-ai
1•thiagolalvarez•51m ago•0 comments

Show HN: CSV Analyzer – natural-language analysis, chat and preview, dashboards

https://csv-analyzer.up.railway.app/
1•bchhabra2490•51m ago•0 comments

Outdoor lighting remote control systems

https://miboxer.com/industry-news/embrace-the-freedom-the-advantages-of-wireless-remote-control-s...
2•miboxer•56m ago•0 comments