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European supermarkets targeted in second reported cyberattack

https://www.dw.com/en/european-supermarkets-targeted-in-second-reported-cyberattack/a-79831139
1•begueradj•20s ago•0 comments

Encyclopedia of Invisibility

https://www.encyclopediaofinvisibility.com/
1•leephillips•31s ago•0 comments

HackerHype: HackerTube, but for Hacker* Aggregators

http://epestr.com/hackerhype/
1•epestr•59s ago•1 comments

Melting Wax to Move Microns [video]

https://www.youtube.com/watch?v=KF2R5GGfRHM
1•Teever•1m ago•0 comments

Jailbreaking my car's navigation system just so I can change the time

https://blog.nns.ee/2026/11/02/renault-hack/
1•xx_ns•2m ago•0 comments

Fairness in infectious disease modeling

https://www.nature.com/articles/s41467-026-78981-0
1•Anon84•2m ago•0 comments

Remembering a Trolley Titan

https://www.streetcar.org/remembering_a_trolley_titan/
1•tobiasdorge•2m ago•0 comments

The Fruits of AI Drug Abundance: Indigestion in the Near Term

https://lifescivc.com/2026/10/the-fruits-of-ai-drug-abundance-indigestion-in-the-near-term/
1•brandonb•5m ago•0 comments

Claude Opus 5.5 Can Draw Permit-Level Architectural Drawings

https://stephenjgallagher.substack.com/p/ai-can-draw-blueprints-now
3•SteveGallag•5m ago•0 comments

Show HN: Warsaw in voxels – an interactive 3D map of the city centre

https://p.migdal.pl/warsaw-vibe-voxel/
2•stared•6m ago•1 comments

Show HN: Mind Made Many – Platform to organize your agents into orgs

https://mindmademany.com/
1•esamust•6m ago•0 comments

SuperVote: 15 Year retrospective on an app for sharing political endorsements

https://callejas.com/a/supervote/
1•augustocallejas•7m ago•0 comments

Show HN: The DNA of DOOM – How code structure survives across 44 ports

https://squid-protocol.github.io/gitgalaxy/museum-of-code/doom-dna/
1•joe-esquibel•7m ago•0 comments

How to Drown an Expert

https://medium.com/bits-and-behavior/how-to-drown-an-expert-b2a7f35274b8
1•azhenley•8m ago•0 comments

How Android Apps Leak Device Identifiers Across the Native–Web Boundary

https://sohom.dev/writeups/cross-boundary-mobile-tracking
1•sohom_datta•8m ago•0 comments

Program

https://schmud.de/posts/2026-11-02-program.html
1•schmudde•9m ago•0 comments

Musk says Grok Bot cost unsustainably high

https://thenextweb.com/news/grok-bot-costs-unsustainably-high-musk-usage-limits
3•oco101•10m ago•0 comments

Show HN: OpenDocBot - bring your own model to Word, Excel and PowerPoint

https://opendocbot.com/blog/introducing-opendocbot
1•dgf18•11m ago•0 comments

Implied News: News X Prediction Markets

https://implied.news/
1•tommygibbons46•11m ago•0 comments

The Gift of It's Your Problem Now (2021)

https://apenwarr.ca/log/20211229-the-gift-of-its-your-problem-now
1•jamietanna•12m ago•0 comments

Pushover – Simple Notifications

https://pushover.net/
1•gregsadetsky•12m ago•0 comments

Show HN: Vivio House, an interactive 3D headquarters

https://vivio.house/en
1•TimonedaTV•12m ago•0 comments

Are Prediction Markets Missing the Voters Who Could Decide the 2026 Midterms?

https://www.ainvest.com/news/prediction-markets-missing-voters-decide-2026-midterms-2611/
1•AInvest•14m ago•0 comments

Show HN: 3D pixel-art basketball game – no deps, no build step

https://vladsez.github.io/iso-hoops/
2•vldszn•15m ago•0 comments

Ginux Replacing Linux

https://itsfoss.com/news/ginux/
1•shevy-java•15m ago•1 comments

Grokipedia offers lessons in how AI can help Wikipedia

https://www.niemanlab.org/2026/11/elon-musks-grokipedia-is-littered-with-mistakes-but-wikipedia-c...
2•ibn_khaldun•16m ago•0 comments

Vellinko – Sign PDFs in the browser without uploading them

https://vellinko.com/
1•antoine75007•16m ago•0 comments

A 32M Model That Knows When to Say 'Oh No', 'Really?' Or Just Shut Up

https://huggingface.co/KoljaB/backchannel-cue-32m
1•mrkn1•18m ago•0 comments

Juan Atkins, techno pioneer and Belleville Three member, dies aged 64

https://ra.co/news/86327
3•speckx•22m ago•2 comments

Show HN: PyWolf3D, a wolfenstein3D clone written from scratch in Python

https://github.com/atifcodesalot/pyWolf3D
3•BSPtree•22m ago•0 comments
Open in hackernews

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