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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

The South Korean Anduril

https://theventures.substack.com/p/bone-ai-forging-the-flame-of-the
1•jefflee0127•4m ago•0 comments

Show HN: Capture context. Give your agent the full picture

https://github.com/semihcihan/ContextBrief
1•semihcihan•4m ago•0 comments

Life's a bi*ch CHUM, and then you die

https://himanshusinghbisht.substack.com/p/lifes-a-bich-chum-and-then-you-die
1•gilfoyle_7•5m ago•0 comments

US threatens Anthropic with deadline in dispute on AI safeguards

https://www.bbc.co.uk/news/articles/cjrq1vwe73po
1•louthy•6m ago•0 comments

Show HN: APA citation generator that explains missing metadata

https://apacitationgenerator.online
1•visiohex•7m ago•0 comments

Show HN: Clawned.io Crowdsource public security scanner for OpenClaw skills

https://clawned.io
1•jensec•7m ago•2 comments

Codex was able to port KittenTTS to JavaScript

https://github.com/jokkebk/KittenTTS-JS
2•jokkebk•11m ago•1 comments

Show HN: Play Fun Clicker Game Online

https://funclicker.app/
1•tomstig•11m ago•0 comments

Grep, Sed, Awk – The Unix Text Processing Trinity

https://grep-sed-awk.com/
1•m4c-pl•12m ago•1 comments

Is it possible to build it

1•Petersevcik•13m ago•0 comments

There is no reason Canadian Tire company should have any of my data

https://infosec.exchange/@pgl/116131275583976424
3•jalict•13m ago•0 comments

Age Requirements for Apps in Brazil, Australia, Singapore, Utah, and Louisiana

https://developer.apple.com/news/?id=f5zj08ey
1•petethomas•13m ago•0 comments

Visualizing DeepSpeed Ulysses: Sequence Parallelism for 1M Context Windows

https://darshanfofadiya.com/part3.html
1•DARSHANFOFADIYA•14m ago•1 comments

Show HN: Tspages – static site hosting platform for your Tailscale network

https://github.com/Radiergummi/tspages
1•9dev•15m ago•0 comments

From Noise to Image – interactive guide to diffusion

https://lighthousesoftware.co.uk/projects/from-noise-to-image/
1•simedw•16m ago•0 comments

React Native Is Not Dead – Nor Is It Deprecated

https://devdong.textlanes.com/en/react-native-is-dead-support-discontinued-not-at-all
1•textlanes33•16m ago•1 comments

Teams Or Not? Check what the domain/email is using

https://teamsornot.com/
1•punnerud•21m ago•0 comments

Show HN: AccIQ; A local-first financial IDE for sovereign founders

https://acciqmvp3.vercel.app/
1•auvira_systems•22m ago•0 comments

Discussion: Why Testing Is Important

1•simile_test•24m ago•0 comments

"AI raises the quality of tuning beyond what most of us can achieve manually"

https://medium.com/@fransverduynlunel/a-fluitje-van-een-cent-my-experience-automating-postgres-pe...
1•lnardi•24m ago•1 comments

Show HN: PolyTell-AI Chrome extension that shows Polymarket odds as you browse

https://polytell.app/
1•fengyiqicoder•26m ago•0 comments

Show HN: NetWatch – A Wireshark-style network analyzer TUI built in Rust

https://github.com/matthart1983/netwatch
1•matthart1983•26m ago•0 comments

Show HN: Treekei – File Tree with Line Counts in CLI

https://github.com/zihao-liu-qs/treekei
1•zihao-liu-qs•27m ago•1 comments

Free AI Headshot Generator – Professional Photos from Any Selfie

https://aiheadshotgenerator.online/
1•jewelryde•31m ago•0 comments

LM Link: Use local models on remote devices, powered by Tailscale

https://tailscale.com/blog/lm-link-remote-llm-access
1•calcifer•32m ago•0 comments

$2.1B in Epstein Financial Records. Here's Every Name the Money Touched

https://randallscott25-star.github.io/epstein-forensic-finance/narratives/19_grand_opus_narrative...
3•sschueller•36m ago•0 comments

Anthropic/Pentagon: allow AI to be used for all military purposes by this Friday

https://www.nbcnews.com/tech/security/anthropic-pentagon-us-military-can-use-ai-missile-defense-h...
1•ollieza•36m ago•1 comments

Show HN: Rewrite Text – On-Device AI Writing Tool for iOS

https://apps.apple.com/us/app/rewrite-text-ai-writing-tool/id6758913519
1•8mobile•40m ago•0 comments

Investment Supply Chain Analysis

https://investment.binhph.am
1•davedx•45m ago•1 comments

Show HN: Skillscape – Engineering skills matrix without the spreadsheet

https://www.skillscape.dev/
1•danielyefet•51m ago•0 comments