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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

KDE Plasma will no longer sleep when your controller is plugged in

https://www.neowin.net/news/good-news-for-gamers-kde-plasma-will-no-longer-sleep-when-your-contro...
2•bundie•11m ago•0 comments

Show HN: Open-source alternative to Cloudflare's Sandbox SDK

https://github.com/system32-ai/sandboxed
1•debarshri•11m ago•1 comments

The Vietnam War: The Press on the Front Lines

https://www.heinzhistorycenter.org/blog/collection-spotlight-vietnam-war-press-on-the-front-lines/
6•georgecmu•17m ago•0 comments

Venezuelan VP: US attack capturing Maduro has 'Zionist overtones'

https://www.jpost.com/diaspora/antisemitism/article-882181
4•pinewurst•17m ago•1 comments

Ask HN: Reading list for being a better engineer?

2•drekipus•19m ago•0 comments

GhostBSD Comes Up with Gershwin, a New Desktop Environment with OS X Like Looks (2025)

https://itsfoss.com/news/ghostbsd-launches-gershwin/
2•alhazrod•20m ago•0 comments

Optimizing Ray Tracing in Haskell (2020)

https://medium.com/@s.nawaz/optimizing-ray-tracing-in-haskell-3dc412fff20a
2•PaulHoule•24m ago•0 comments

Developing a BLAS Library for the AMD AI Engine [pdf]

https://uni.tlaan.nl/thesis/msc_thesis_tristan_laan_aieblas.pdf
3•teleforce•26m ago•0 comments

Prompts Are Engineering Artifacts

https://feipeng.substack.com/p/prompts-are-engineering-artifacts
2•roman10•27m ago•0 comments

Show HN: Why Seamless AI Is a Gaslighting Apparatus

https://github.com/daiki-kadowaki/judgment-transparency-principle
2•daikikadowaki•30m ago•1 comments

MyTorch – Minimalist autograd in 450 lines of Python

https://github.com/obround/mytorch
3•iguana2000•31m ago•0 comments

The Great Gatsby is the most misunderstood novel

https://www.bbc.com/culture/article/20210209-the-worlds-most-misunderstood-novel
3•1659447091•37m ago•1 comments

Show HN: OpenGrad – Self-directed, AI-facilitated graduate programs

https://realadeel.github.io/opengrad/
2•proletarian•41m ago•0 comments

Induction-Based Compass

https://www.youtube.com/watch?v=eiDhbZ8-BZI
3•skogstokig•50m ago•0 comments

SQLNet A social network that looks like Twitter but you write SQL to do anything

https://sqlnet.cc
3•colinbartlett•50m ago•0 comments

Arb – schema-driven CLI generation (Rust example with nested subcommands)

https://github.com/abstractrenderblocks/arb
2•arbopa•55m ago•1 comments

Ask HN: Why Can't We Make Approved Building Plans Reusable?

3•silexia•59m ago•1 comments

Turn your favorite Substack into a printed "newspaper"

https://rawandferal.substack.com/p/substack-print
4•danielleegan•1h ago•1 comments

How the bubble bursts – This time isn't different

https://www.ft.com/content/7987310a-5c90-4976-b730-3559502006e2
6•zerosizedweasle•1h ago•1 comments

The red flags investors should look for in private lending

https://www.ft.com/content/d6b2a25f-7a0d-4f31-96d8-3a0e184af27e
2•zerosizedweasle•1h ago•0 comments

Show HN: Comet MCP – Give Claude Code a browser that can click

https://github.com/hanzili/comet-mcp
4•hanzili•1h ago•0 comments

Interview with Petro Tyschtschenko: Through the Eyes of a Legend

https://www.youtube.com/watch?v=YF4uup4bPjw
1•doener•1h ago•0 comments

Corroded: Illegal Rust

https://github.com/buyukakyuz/corroded
1•csmantle•1h ago•0 comments

Show HN: Shardium – open-source "Dead Man's Switch" for crypto inheritance

https://www.shardium.xyz/
1•maxcomperatore•1h ago•0 comments

Minikv: A little KV store implementation in OCaml to practice DB systems things

https://github.com/alpha-convert/minikv
1•eatonphil•1h ago•0 comments

CSV on the Web

https://csvw.org/
3•cxr•1h ago•0 comments

And This Was My Christmas and New Year Break

https://auteursoftware.substack.com/p/and-this-was-my-christmas-and-new
3•eyeplum•1h ago•0 comments

Product quality improvement and US manufacturing productivity

https://www.nber.org/digest/202512/product-quality-improvement-and-us-manufacturing-productivity
3•hhs•1h ago•0 comments

KDE onboarding is good now

https://rabbitictranslator.com/kde-onboarding/
3•todsacerdoti•1h ago•0 comments

Pickle 1 AR Glasses (YC W25) May Be Fraudulent

https://twitter.com/thedowd/status/2007337800430198913
37•tragiclos•1h ago•5 comments