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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

Despite the darkness, I still see signs of hope in America

https://arstechnica.com/culture/2026/07/at-250-years-there-are-still-reasons-for-hope-in-america/
1•rbanffy•3m ago•0 comments

Demystifying MLsub – The Simple Essence of Algebraic Subtyping

https://lptk.github.io/programming/2020/03/26/demystifying-mlsub.html
1•weatherlight•3m ago•0 comments

Feedback about a Visualping alternative using AI to monitor websites

1•arthurdelerue•7m ago•0 comments

Hyperstition Unslop AI fiction writing contest

https://www.commonreader.co.uk/p/the-2026-hyperstition-unslop-ai-fiction
1•surprisetalk•10m ago•0 comments

Lords of Finance: The Bankers Who Broke the World

https://en.wikipedia.org/wiki/Lords_of_Finance
1•rendx•11m ago•0 comments

Why implementing ActivityPub is hard, and why it doesn't have to be

https://hackers.pub/@fedify/2026/why-activitypub-is-hard
3•dahlia•13m ago•0 comments

Show HN: NBA Trivia Game

https://stats-nba-game.onrender.com/
1•chistev•13m ago•0 comments

Seismograph – open-source early warning for silent LLM API drift

https://github.com/Tania-coder/SEISMOGRAPH
1•tania-coder•13m ago•0 comments

Open Hardware and Free Software: Teufel Mynd, a Case Study

https://fsfe.org/news/2026/news-20260629-01.en.html
1•hutattedonmyarm•17m ago•0 comments

Automatic Prefix Caching – vLLM

https://docs.vllm.ai/en/latest/design/prefix_caching/
1•ankitg12•17m ago•0 comments

Amazon has enough satellites to launch its Starlink competitor

https://www.theverge.com/science/960563/amazon-leo-service-tipping-point
3•root-parent•20m ago•0 comments

Wordgard Release 0.1

https://marijnhaverbeke.nl/blog/wordgard-0.1.html
1•exceptione•21m ago•0 comments

Open Source Touhou Clone

https://taisei-project.org/
2•BoingBoomTschak•25m ago•0 comments

GitHub is mailing free CDs of your public code to mock PlayStation disc changes

https://www.windowslatest.com/2026/07/03/microsoft-github-is-burning-free-cds-of-your-public-code...
2•ninko•26m ago•0 comments

We need an accounting system for cognitive debt

https://raw.githubusercontent.com/MikaeI/cognizance/refs/heads/main/we_need_an_accounting_system_...
2•theanonymousone•28m ago•0 comments

Say No to Online Age Verification

https://reclaimthenet.org/age-verification
3•bilsbie•29m ago•0 comments

Relationships make us happy – and healthy

https://news.harvard.edu/gazette/story/2023/02/work-out-daily-ok-but-how-socially-fit-are-you/
2•Anon84•30m ago•0 comments

Show HN: A tool to help people in social situations

https://spotthecue.com/
1•scamdrill•35m ago•0 comments

Show HN: Quick anonymous text and file sharing over the internet

https://9.1-1-1.de
1•y42•35m ago•0 comments

Build You Own Model

https://runinfra.ai
2•OsamaJaber•38m ago•0 comments

Interactive: Resource for Theories of Consciousness

https://loc.closertotruth.com/interactive
1•weatherlight•41m ago•0 comments

Show HN: Brume – Postgres pseudonymization that preserves FKs across tables

https://brumeorg.github.io/
1•Calgaryp•44m ago•0 comments

AI-powered car rental automation and fleet management software platform.

https://airentosoft.com
1•John_David•47m ago•0 comments

Social Media Recalibrates How the Brain Values Mental Effort

https://neurosciencenews.com/effort-recalibration-digital-media-cognition-30985/
2•w23j•47m ago•0 comments

Gun Mistakes in Fiction Writing: Handgun Edition

https://www.swiftsilentdeadly.com/blog/gun-mistakes-in-fiction-writing-handgun-edition
28•bushwart•55m ago•28 comments

Neural stem cells as potential mediators of epigenetic prenatal stress

https://www.cell.com/stem-cell-reports/fulltext/S2213-6711(26)00207-9?_returnURL=https%3A%2F%2Fli...
1•bookofjoe•56m ago•0 comments

"Existential threat" to optical astronomy: warning about satellite plans

https://www.heise.de/en/news/Existential-threat-to-optical-astronomy-warning-about-satellite-plan...
5•johnbarron•58m ago•0 comments

NASA launches robot to save Swift telescope falling to Earth

https://www.bbc.co.uk/news/articles/c0ry4xx7rk8o
3•ColinWright•1h ago•3 comments

Show HN: Turn boring flat screenshots into angled tilt-shift images

https://www.screenstab.com/
1•mikaelaast•1h ago•0 comments

The UK's generational tobacco ban might not work. I'm supporting it anyway

https://www.technologyreview.com/2026/07/03/1140036/uk-tobacco-ban-might-not-work-children-smoking/
1•joozio•1h ago•2 comments