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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

Cloudflare Drops on Sales Forecast Miss, Job Cuts

https://www.bloomberg.com/news/articles/2026-05-07/cloudflare-forecast-misses-estimates-announces...
1•1vuio0pswjnm7•1m ago•0 comments

Plan9: The Squeal to Unix [video]

https://www.youtube.com/watch?v=mbsQCnDHkZo
1•zeristor•2m ago•0 comments

Threats by artificial intelligence to human health and human existence (2023)

https://gh.bmj.com/content/8/5/e010435
1•janandonly•6m ago•0 comments

What Does 'Depth' Mean in Mathematics?(2014) – John Stillwell [video]

https://www.youtube.com/watch?v=2jp49wGhAG8
1•nill0•6m ago•0 comments

Apple May Drop Base $599 MacBook Neo as Chip, DRAM Costs Climb

https://www.macrumors.com/2026/05/07/apple-drop-base-macbook-neo-costs-climb/
1•pjmlp•7m ago•0 comments

Mathematical Depth Workshop (2014) – Robert Geroch [video]

https://www.youtube.com/watch?v=qfuIfCI5NOw
1•nill0•8m ago•0 comments

Show HN: Dikaletus – meeting recording and transcription using Mistral AI

https://codeberg.org/MimosaDev/dikaletus
1•phillc73•8m ago•0 comments

The M:N Concurrent Model – A Complete Guide

https://0xkiire.com/mn-concurrency-model/
1•kiirecodes•9m ago•0 comments

Notes on Tanya M. Luhrmann's Book 'How God Becomes Real'

https://michaelnotebook.com/luhrmann/index.html
1•jger15•10m ago•0 comments

Cloudflare's slowing growth disappoints investors betting on AI boost

https://www.reuters.com/business/cloudflares-slowing-growth-disappoints-investors-betting-ai-boos...
1•1vuio0pswjnm7•11m ago•0 comments

Cloudflare stock sinks 24% after earnings, cuts 1100 employees due to AI changes

https://www.cnbc.com/2026/05/07/cloudflare-net-q1-2026-stock-earnings-layoffs.html
1•1vuio0pswjnm7•13m ago•0 comments

A linguist on Arrival's alien language (2016)

https://slate.com/culture/2016/11/a-linguist-on-arrival-s-alien-language.html
1•downbad_•15m ago•1 comments

Fiber optic cables can eavesdrop on nearby conversations

https://www.science.org/content/article/fiber-optic-cables-can-eavesdrop-nearby-conversations
2•signa11•19m ago•0 comments

Top LLMs Have a Podcast Together [video]

https://www.youtube.com/watch?v=9qqmaYRI7Qw
2•modinfo•22m ago•0 comments

Killswitch: Per-function short-circuit mitigation primitive

https://lwn.net/ml/all/20260507070547.2268452-1-sashal@kernel.org/
2•signa11•23m ago•0 comments

A Tale of Two Artisans

https://koas.dev/a-tale-of-two-artisans/
1•alvaro_calleja•31m ago•1 comments

Anesthetic Risk Linked to Venezuelan Maternal Lineage

https://www.medscape.com/viewarticle/anesthetic-risk-linked-venezuelan-maternal-lineage-2026a10009ni
1•fodmap•34m ago•0 comments

The Tech Reclaimers: A Community Bicycle Repair Club for the Internet

https://www.techreclaimers.club
2•jonasced•37m ago•0 comments

What if new proofs are included in LLM training so LLM rediscover it?

2•folderquestion•38m ago•0 comments

Essential Capabilities Insight Teams Need in a Modern Market Research Platform

https://figshare.com/articles/journal_contribution/_b_7_Essential_Capabilities_Insight_Teams_Need...
1•anasteciadunu•48m ago•0 comments

I built godom: Go owns the DOM and the browser is just a rendering surface

https://www.anupshinde.com/why-i-built-godom/
1•anupshinde•48m ago•0 comments

LLMs Corrupt Your Documents When You Delegate

https://arxiv.org/abs/2604.15597
2•rbanffy•52m ago•0 comments

Was Back‑to‑Office Enforced?

1•xchip•53m ago•0 comments

Show HN: Hum – ad-free terminal music player (Rust, no API keys)

https://github.com/Devendra116/hum/
1•devendra116•56m ago•0 comments

Closure of Radio 4 on Long Wave

https://www.bbc.co.uk/reception/work-warning/news/radio4lw
2•fredley•56m ago•0 comments

I've replaced my Claude subscription with a sleep control app

https://twitter.com/patoroco/status/2053031292594225641
2•patoroco•59m ago•0 comments

I returned to AWS, and was reminded why I left

http://fourlightyears.blogspot.com/2026/05/i-returned-to-aws-and-was-reminded-hard.html
2•andrewstuart•59m ago•1 comments

Big Tech's $725B AI spending spree sends free cash flow to a decade low

https://www.ft.com/content/b3dfaba9-17a2-4fac-90fe-4ab3ca7c9494
5•1vuio0pswjnm7•1h ago•0 comments

Meta is dying. It's about time

https://www.nytimes.com/2026/05/08/opinion/meta-facebook-zuckerberg.html
7•LucidLynx•1h ago•2 comments

Hacktoberfest 2025

https://hacktoberfest.com
1•Bikash755043•1h ago•0 comments