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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

AI Ate Your RAM (Why Memory Prices Exploded)

https://www.youtube.com/watch?v=r7b2uwy8_CM
1•cable2600•1m ago•0 comments

CISA Guide Helps Fed Agencies Securely and Effectively Use Open Source Software

https://www.cisa.gov/news-events/news/cisa-guide-helps-federal-agencies-securely-and-effectively-...
3•billybuckwheat•2m ago•0 comments

Attribution model that gives 0% credit to demo requests

https://www.upside.tech/blog/how-we-built-pipedash/
1•aeromusek•2m ago•1 comments

X says ex-manager took $12,000 in crypto and bribed employee to

https://runtimewire.com/article/exclusive-x-says-ex-manager-took-12-000-in-crypto-and-bribed-empl...
1•ryanmerket•3m ago•0 comments

JobRadar: Open-source job search agent that scores listings with a local LLM

https://github.com/ANIRudH-lab-life/job-radar
1•anirudhshivam•5m ago•0 comments

RSS is dead. Stop crying about Google Reader

https://grigio.org/rss-is-dead-stop-crying-about-google-reader/
1•grigio•9m ago•0 comments

Foulab, Montréal's First Hackerspace

https://medium.com/chronicles-of-montr%C3%A9al/foulab-montr%C3%A9al-s-first-hackerspace-590b5ec00151
1•sillysaurusx•12m ago•0 comments

A Tech Founder Wanted to Start a New Country. An Actual Country Got in the Way

https://www.wsj.com/tech/a-tech-founder-wanted-to-start-a-new-country-an-actual-country-got-in-th...
1•nradov•19m ago•0 comments

Show HN: I don't code – I run a self-correcting protocol across 4 projects

https://github.com/Sovereign34/agent-protocol-notes
2•Sovereign34•23m ago•0 comments

Pixel 11 specs and price leak with no surprises

https://www.theverge.com/tech/974238/pixel-11-specs-and-price-leak
1•xiaoyu2006•24m ago•0 comments

U.S. sanctions Iranian firms for Bitcoin maritime insurance operation in Hormuz

https://home.treasury.gov/news/press-releases/sb0581
2•giuliomagnifico•27m ago•0 comments

Game Industry Hardship Fund

https://itch.io/b/3802/game-industry-hardship-fund
1•jbm•36m ago•0 comments

ebookfs – a 9P eBook library filesystem

https://github.com/ramblingenzyme/ebookfs
1•ramblingenzyme•39m ago•1 comments

ao486: x86-compatible Verilog core implementing all features of a 486 SX (2014)

https://github.com/alfikpl/ao486
1•csmantle•42m ago•0 comments

Challenge GPT and Claude to Run Their Own Lemonade Stands[video]

https://www.youtube.com/watch?v=6Ide5pRLR8Y
1•blackcat201•43m ago•0 comments

Strangers pretrained a language model with HF PRs and a cron job

1•somevyn•52m ago•0 comments

'Naked Dressing' Is Spreading and It's Making Things Awkward

https://www.wsj.com/style/fashion/naked-dressing-hailey-bieber-madonna-d2a1d94b
1•petethomas•1h ago•0 comments

Moochacha

https://codeberg.org/markdascher/moochacha
2•sillysaurusx•1h ago•0 comments

J3blocks

https://codeberg.org/amano.kenji/j3blocks
1•sillysaurusx•1h ago•0 comments

Show HN: Nuking the crap Claude left in the codebase – CCN

https://github.com/jonhardwick-spec/ccn
2•jonhardwickspec•1h ago•0 comments

Running Kimi K3 on MI355X at Better Performance per Dollar Than B300

https://www.wafer.ai/blog/kimi-k3-mi355x
30•ilreb•1h ago•0 comments

Booting Fuchsia's Zircon on a Homebrew RISC-V SoC, on an Artix-7 FPGA

https://www.hdlfactory.com/post/2026/07/19/cocoapuffs-booting-fuchsias-zircon-kernel-on-a-risc-v-...
4•mbStavola•1h ago•0 comments

Sick of waiting for agents to run and then having to debug

1•seafaithless•1h ago•1 comments

Ask HN: Collection of Best Pitch Decks?

3•carbonclaw•1h ago•0 comments

PostgreSQL and the Linux OOM Killer: A Better Default

https://clickhouse.com/blog/strict-memory-overcommit-for-postgres
1•saisrirampur•1h ago•0 comments

Don't credit the LLM

https://isaacsu.com/2026/08/dont-credit-the-llm/
22•isaacsu•1h ago•23 comments

Safeguards Based on Copyable Context Cannot Provide Reliable Safety for LLMs

https://arxiv.org/abs/2607.27951
1•sbulaev•1h ago•0 comments

Karpathy's Pelican

https://twitter.com/karpathy/status/2083749667410727319
2•delichon•1h ago•0 comments

Canadians are leaving the country at record levels. Can anyone solve this?

https://thehub.ca/2026/04/03/can-anyone-solve-canadas-brain-drain-problem/
2•TMWNN•1h ago•0 comments

Simple Outlier Detection in a Kalman Filter

https://gurevich.ca/simple-outlier-detection-in-a-kalman-filter/
1•gregsadetsky•1h ago•0 comments