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Why Intel and AMD couldn't play LBP together [video]

https://www.youtube.com/watch?v=hCuT_GXagz0
1•davikr•2m ago•0 comments

Show HN: Local-first RAG for PDF user manuals, datasheets

https://github.com/dymk/askdocs-mcp
1•dymk•3m ago•0 comments

Show HN: Aviation calculators I built while learning

https://joseflys.com
1•jfroma•5m ago•0 comments

DarkVeil – Private, MEV-Resistant Execution Layer on Solana

1•DarkVeil•5m ago•0 comments

Erotic Plasticity and Male Resentment

https://www.robkhenderson.com/p/erotic-plasticity-and-male-resentment
1•paulpauper•6m ago•0 comments

On Seriousness

https://www.punkrockbio.com/p/on-seriousness
2•calvinfo•6m ago•0 comments

Holiday App Festivitas Adds Animated Lights and Snow Effects to Apple Devices

https://www.macrumors.com/2025/11/25/festivitas-holiday-app/
1•akyuu•7m ago•0 comments

Hand-Holding Explained

https://www.betonit.ai/p/hand-holding-explained
1•paulpauper•8m ago•0 comments

Hytale Servers: Everything You Need to Know for Early Access Launch

https://hytaletop100.com/blog/hytale-servers-everything-you-need-to-know-for-early-access-launch
1•doobie12•9m ago•0 comments

I hate Xlib and so should you

https://www.remlab.net/op/xlib.shtml
1•fanf2•9m ago•0 comments

Hello Europe, Joe Biden is gone

https://berthub.eu/articles/posts/hello-europe-joe-biden-is-gone/
1•tomwas54•10m ago•0 comments

Show HN: A Website to Display and Share Text in Large Font on Any Screen

https://bigtext.net/
2•liquid99•11m ago•1 comments

Show HN: Pulse 2.0 – Live co-listening rooms where anyone can be a DJ

https://473999.net/pulse
4•473999•11m ago•1 comments

From Cancer Cures to Pornography: The Six-Month Descent of AI

https://techtrenches.substack.com/p/from-cancer-cures-to-pornography
2•surprisetalk•14m ago•0 comments

The Supernuclear Directory

https://supernuclear.substack.com/p/the-supernuclear-directory-9a9078a07258
1•surprisetalk•14m ago•0 comments

Principles of Slack Maximalism

https://aelerinya.substack.com/p/the-10-principles-of-slack-maximalism
1•surprisetalk•14m ago•0 comments

Far-UVC: continuous, safe, quiet protection against airborne diseases

https://www.faruvc.org
1•surprisetalk•14m ago•0 comments

OPenn

https://openn.library.upenn.edu/
1•gone35•15m ago•0 comments

Show HN: Dialed – A Radial Calendar App for iOS

https://apps.apple.com/us/app/dialed-radial-day-planner/id6755455859
1•sirkaiwade•16m ago•0 comments

Venture Capital Investments by U.S. Academic Medical Centers

https://www.nejm.org/doi/full/10.1056/NEJMp2508860
1•0xWTF•19m ago•0 comments

Why sci-fi novelist Iain M. Banks was an 'astounding' world-builder

https://www.newscientist.com/article/2506129-why-sci-fi-novelist-iain-m-banks-was-an-astounding-w...
3•petethomas•19m ago•0 comments

How wealth dies

https://surplusenergyeconomics.wordpress.com/2025/11/02/314-how-wealth-dies/
5•martinlaz•20m ago•0 comments

Neural CA for Self-Assembly – Decentralized, Self-Repairing (0.003 MSE)

https://github.com/windstorm12/neural-CA-Automata
1•windstorm12•21m ago•1 comments

Public GitLab repositories exposed more than 17,000 secrets

https://www.bleepingcomputer.com/news/security/public-gitlab-repositories-exposed-more-than-17-00...
1•dangtony98•24m ago•1 comments

Study Reveals How Tattoo Ink Affects the Immune System

https://www.swissinfo.ch/eng/various/tattoos-influence-the-defence-system-of-mice/90522006
6•croh•25m ago•0 comments

DuckDB 1.4.2 LTS

https://duckdb.org/2025/11/12/announcing-duckdb-142
4•kermatt•26m ago•0 comments

U.S. may eliminate income tax by end of current admin

https://www.axios.com/2025/11/28/trump-tariffs-income-taxes
5•hereme888•27m ago•3 comments

France Creates Voluntary Military Service as Europe Faces Russian Threat

https://www.nytimes.com/2025/11/27/world/europe/france-military-service.html
5•bookofjoe•31m ago•1 comments

Show HN: Cooltechblogs POC: local-first blog post aggregator

https://www.cooltechblogs.com/
1•phillvdm•33m ago•0 comments

The Battle over Africa's Great Untapped Resource: IP Addresses

https://www.wsj.com/business/telecom/africa-ip-addresses-china-3e543b9d
4•ajuhasz•34m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•6mo ago

Comments

anuragdt•6mo 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•6mo 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•6mo 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