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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

Unix Year 2038 problem and the art of underestimating

https://www.buzzsprout.com/2469780/episodes/19824439
1•jammcq•1m ago•1 comments

A guitar amp modeller that runs on an ESP32-S3

https://coyopedal.playtaurus.com/
1•arbayi•5m ago•0 comments

MiTeX: LaTeX support for Typst, powered by Rust and WASM

https://github.com/mitex-rs/mitex
1•fanf2•6m ago•0 comments

I Thought I Just Needed a Vacation. Turns Out I Needed a Different Life

https://comuniq.xyz/Career-job-opportunities/post?t=1687
1•01-_-•6m ago•0 comments

English: A vs. An

https://www.redblobgames.com/blog/2026-09-16-english-a-vs-an/
1•azhenley•7m ago•0 comments

Real Life in Ukraine Through the Eyes of an American: 30 Days [video]

https://www.youtube.com/watch?v=mzKGmvh2meQ
1•Kizert•7m ago•0 comments

Bottles' Founder Has Managed to Run Microsoft 365 on Linux

https://itsfoss.com/news/bottles-microsoft-365-early-look/
1•gessha•10m ago•0 comments

Show HN: Jev, Fly Me to the Moon

https://fly.rahmanyoonus.com
1•rahmanyoo•10m ago•0 comments

Meek Fronted Requests test specification

https://github.com/ooni/spec/blob/master/nettests/ts-014-meek-fronted-requests.md
1•Bluestein•11m ago•0 comments

GM brings back Apple CarPlay as buyers demand it

https://finance.yahoo.com/markets/article/gm-brings-back-apple-carplay-as-buyers-demand-it-121047...
1•ndr42•12m ago•0 comments

Show HN: Play DSS and DS2 dictation files online without uploading your audio

https://speechtext.ai/online-dss-player
3•robgehring•13m ago•0 comments

XGEN-JING: An Egocentric Interactive Experience Model

https://huggingface.co/XGENlabs/XGEN-JING
1•MehrdadKhnzd•16m ago•0 comments

Learning from the Soviet Collapse – Lessons from CCP Documentaries on the Fall

https://www.chinatalk.media/p/learning-from-the-soviet-collapse
2•yubblegum•21m ago•0 comments

Show HN: Deferred deep linking and referral attribution you self-host

https://github.com/Newtdev/blynk-deferlink
1•NewtDev•22m ago•0 comments

How to Keep a Secret – From Doodles to DES

https://0xkrt26.github.io/math_behind_security/2026/09/16/doodles-to-des.html
1•denismenace•22m ago•0 comments

They Built a Secular Apocalypse Belief System. Now They Want Religious Authority

https://www.aipanic.news/p/first-they-built-a-secular-apocalypse
2•dotcoma•23m ago•2 comments

Analyze trends, Measure sentiment, Predict what comes next

https://github.com/korries/HeronLoom
1•korries•23m ago•0 comments

What we are seeing with GPT Astra in Robotics

https://twitter.com/GeorgiaChal/status/2101335513558929868
1•sashank_1509•25m ago•0 comments

First case of upgrading RAM on an iPhone 18 Pro Max [video]

https://www.youtube.com/watch?v=B4FMIxOr3MI
1•martic•27m ago•0 comments

JustBot – a Grok-Bot-style AI assistant at ~1/10th the token cost

https://justbot.co
1•bernardohcr•28m ago•0 comments

The Weak Foundations of AI Doomsday

https://www.aipanic.news/p/the-weak-foundations-of-ai-doomsday
2•dotcoma•29m ago•0 comments

Show HN: OpenWand – A mission to remove chat interface from working with AI

https://github.com/SunnyLich/OpenWand
1•OpenWand•36m ago•0 comments

AI Actress interviewed by Piers Morgan [video]

https://www.youtube.com/watch?v=x4yyBWkYSHs
1•pier25•38m ago•0 comments

I Built AI Agents That Ask Companies to Delete Their Data. Most Never Answered

https://medium.com/@stem-education/i-built-ai-agents-that-ask-companies-to-delete-their-data-most...
2•complyyio•40m ago•0 comments

Confessions of an Unrepentant Slop Snob

https://charity.wtf/p/confessions-of-an-unrepentant-slop
1•zdw•42m ago•0 comments

Technitium DNS Server v15.5 Released

https://github.com/TechnitiumSoftware/DnsServer/blob/master/CHANGELOG.md
1•feldrim•43m ago•0 comments

I captured 72 hours of idle Android packets behind pfSense

https://www.praveentechworld.com/research/degoogle-telemetry-2026
4•youngmanyk•44m ago•1 comments

Measure internet censorship. Contribute to the largest open dataset

https://ooni.org/install
12•Bluestein•47m ago•6 comments

OpenAI and Anthropic oversold AI security breaches

https://nypost.com/2026/09/19/us-news/openai-anthropic-oversold-security-breaches-to-pressure-fed...
21•hei-lima•48m ago•9 comments

Collateral Damage of IP-Based Blocking During LaLiga Football Streaming

https://ooni.org/post/2026-laliga-collateral
3•Bluestein•49m ago•0 comments