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NSW anti-protest laws were rushed through to keep the peace. They've failed

https://www.smh.com.au/politics/nsw/nsw-anti-protest-laws-were-rushed-through-to-keep-the-peace-t...
1•keepamovin•1m ago•0 comments

Eclipse: A Hexagonal Strategy Game

https://www.hermandaniel.com/projects/20260206-eclipse/
1•kekqqq•2m ago•0 comments

Swiss Venture Capital Report 2026 [pdf]

https://www.startupticker.ch/assets/files/attachments/VCReport_2026_web.pdf
1•nairboon•3m ago•0 comments

Generate PowerPoint slides using your own templates

https://github.com/jacobbergdahl/artemis-slides
1•jacob_bergdahl•4m ago•0 comments

Show HN: Cell-based ingress routing from scratch (github.com/gvquiroz)

https://github.com/gvquiroz/cell-routing-from-scratch
1•gvquiroz•4m ago•0 comments

Finding My Spark Again: A Month with Codex

https://dragsbaek.tech/finding-my-spark-again-a-month-with-codex/
1•jandragsbaek•5m ago•1 comments

Randomness in Agentic Evals

https://arxiv.org/abs/2602.07150
1•andre15silva•6m ago•0 comments

A Brief History of App Icons from Apple's Creator Studio

https://blog.jim-nielsen.com/2026/history-of-creator-studio-icons/
1•onurkanbkrc•11m ago•0 comments

Show HN: Sigilla, I built a Pocket replacement because Mozilla killed it

1•northerndev•15m ago•1 comments

Vault-conductor: SSH agent serving keys from Bitwarden Secrets

https://github.com/pirafrank/vault-conductor
1•sibellavia•15m ago•0 comments

Fix Pixelated Photos

https://fix-pixelated-photos.com/
1•obuok•15m ago•0 comments

AI beige slop: why does most auto‑generated UI looks the same

https://www.automotion.dev/
1•JonathanLiem•18m ago•3 comments

My Experience at the North American Haskell Hackathon AmeriHac

https://thedeveloper101.github.io/posts/2026/02/amerihac-experience/
2•internet_points•26m ago•0 comments

Plumber: Open-Source Compliance Scanner for GitLab CI/CD Pipelines

https://github.com/getplumber/plumber
5•diviNeCall•27m ago•0 comments

Feature Proposal: .gitallow – A native allowlist for Git tracking

https://gist.github.com/s-celles/754728bbbe5312300982e2f2045f5f03
1•scls19fr•30m ago•0 comments

Show HN: I built a 20MB PDF editor using Flutter (vs 300MB industry standard)

https://revpdf.com/blog/how-i-built-a-15mb-pdf-editor
2•pawandeepsingh•31m ago•1 comments

The conquest of happiness by Bertrand Russell (1930)

https://gutenberg.org/cache/epub/77894/pg77894-images.html
1•petethomas•32m ago•0 comments

AI Startups and GPUs

1•hpcaitech•33m ago•0 comments

The Software Games: Endless Grind

https://newsletter.manager.dev/p/the-software-game-endless-grind
1•AntonZ234•35m ago•0 comments

Chinese Peptides Are the Latest Biohacking Trend in the Tech World

https://www.nytimes.com/2026/01/03/business/chinese-peptides-silicon-valley.html
2•olalonde•35m ago•1 comments

AI or Not Quiz

https://en.wikipedia.org/wiki/Wikipedia:AI_or_not_quiz
2•ffins•36m ago•1 comments

Large Language Model Reasoning Failures

https://arxiv.org/abs/2602.06176
1•mpweiher•36m ago•0 comments

Discord – How to compromise user privacy to 'protect children'

https://skids.fail/discord-how-to-compromise-user-privacy-to-protect-children/
2•tufo•37m ago•0 comments

AI helps scam centers evade crackdown in Asia, dupe more victims

https://www.bloomberg.com/news/articles/2026-02-09/ai-helps-scam-centers-evade-clampdown-in-asia-...
2•teleforce•37m ago•0 comments

Simulation and Modelling to Understand Change lecture notes

https://bookdown.org/manuele_leonelli/SimBook/index.html
1•hamburgererror•42m ago•0 comments

The age of the AI boss is coming – more devious than humans

https://www.thetimes.com/business/economics/article/the-age-of-the-ai-boss-is-coming-more-devious...
1•petethomas•43m ago•0 comments

We Should Separate Memorization from Copyright

https://arxiv.org/abs/2602.08632
1•50kIters•43m ago•0 comments

Show HN: User trust monitoring based on explicit vouch/denounce declarations

https://github.com/onurkanbakirci/vouch-monitor
1•onurkanbkrc•44m ago•0 comments

Obama on public television on community organizing

https://www.youtube.com/watch?v=iuOGEGz3PmI
1•marysminefnuf•44m ago•0 comments

Most Indians don't read for pleasure – so why are there 100 literature fests?

https://www.theguardian.com/global-development/2026/feb/09/books-india-literature-festivals-readers
1•thunderbong•47m ago•1 comments
Open in hackernews

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