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Show HN: Wayseer – A native desktop app for browsing real-time data

https://wayseer.app/
1•jlm66•29s ago•0 comments

Fractal Recursion, Bounded Infinity, and Adapted Systems

https://medium.com/towards-artificial-intelligence/fractal-recursion-bounded-infinity-and-adapted...
1•attractor26•2m ago•0 comments

Accenture Tells Employees They Can Now Spend Only $29 on Claude per Month

https://www.404media.co/accenture-tells-employees-they-can-now-spend-only-29-on-claude-per-month/
1•gmays•4m ago•0 comments

Firmenza – An AI employee for SAM.gov and federal contracts

https://firmenza.com
1•mahmoudabusaqer•4m ago•0 comments

Show HN: GrapheneOS Dumbphone

https://github.com/flourish-today/Odysseus
2•flourish_dev•5m ago•0 comments

Show HN: Inherit – Zero to Iac

https://inherit.virtualbeck.com/
1•virtualbeck•5m ago•0 comments

Ask HN: Thoughts about the Gemini Web app?

1•duckiec•6m ago•0 comments

Teaching Math to Young Children

https://ies.ed.gov/ncee/wwc/PracticeGuide/18
1•measurablefunc•6m ago•0 comments

Space (AI agent containment sandbox) software open source

https://au.finance.yahoo.com/news/perplexity-open-source-tool-used-180212360.html
2•noobplus•20m ago•1 comments

Gemini 4 Argon in Antigravity to Paid Google AI Pro

https://twitter.com/antigravity/status/2110866531932316011
2•karp773•22m ago•1 comments

OpenWebAnalytics-Self-hosted GoogleAnalytics aimed for privacy

https://www.openwebanalytics.com/
2•zlu•25m ago•0 comments

Zombie AI Trend

https://www.zombieai.co
2•daisyjin•26m ago•0 comments

Woman arrested after blocking delivery robot in Center City Philadelphia

https://6abc.com/post/woman-arrested-blocking-delivery-robot-center-city-philadelphia-confrontati...
10•snarky-comments•26m ago•0 comments

OpenAI, Meta caution US judiciary about risk of 'deepfake' evidence

https://www.reuters.com/legal/government/openai-meta-caution-us-judiciary-about-risk-deepfake-evi...
3•droidjj•30m ago•1 comments

Is EB-5 worth it?

https://studenteb5.com/research/comparisons/is-eb5-worth-it-indian-chinese-students
2•goldenvisaresea•31m ago•2 comments

The Shipbreakers (2000)

https://web.archive.org/web/20120102105223/https://www.wesjones.com/shipbreakers.htm
2•libraryofbabel•33m ago•0 comments

Comparing Chromium Development at Google and Igalia

https://lwn.net/Articles/1094721/
2•signa11•34m ago•0 comments

Grand Theft Auto VI Launch Trailer

https://www.youtube.com/watch?v=rz1B4B2yBZY
4•mikhael•35m ago•0 comments

Mark Zuckerberg Video Deposition, New Mexico vs. Facebook (October 2026)

https://www.youtube.com/watch?v=C7UC2ie0XIE
2•lukeify•41m ago•0 comments

Lightpanda headless browser written in Zig

https://lightpanda.io
2•zlu•42m ago•0 comments

How many colleges share identical names?

https://uncommoncollege.substack.com/p/how-many-colleges-share-identical
2•chirau•44m ago•0 comments

To Inflict Economic Pain, Russia and Ukraine Strike at Data Centers

https://www.nytimes.com/2026/10/15/business/russia-ukraine-data-centers-war.html
3•gumby•44m ago•1 comments

Any window from your Mac, on your iPhone and iPad

https://github.com/Saffsanity/sill
4•chanana•47m ago•2 comments

AI landing pages that don't look like AI. We killed AI slop. B

https://marquee.page
2•maruqee•48m ago•2 comments

How do human beings explain taking part in genocide?

https://www.theguardian.com/global/commentisfree/2026/oct/09/naza-mass-killing-gaza-israel
5•georgecmu•53m ago•1 comments

Reliable GPU compute for large training and inference jobs

https://netflixtechblog.com/reliable-gpu-compute-for-large-training-inference-jobs-d62b03a96d7a
2•gmays•53m ago•0 comments

Tesla Roadster

https://www.tesla.com/roadster
168•shekhar101•58m ago•164 comments

Complete Step-by-Step Guide to Fix Chrome-error://chromewebdata/

https://www.glorycloud.com/blog/chrome-info.chromewebdata/
2•mssoodyzdani•1h ago•0 comments

Cloudflare and OpenAI: making AI discovery better for everyone

https://blog.cloudflare.com/cloudflare-openai-discovery-agentic-web/
3•wondersky•1h ago•0 comments

Rust 1.99.1

https://blog.rust-lang.org/2026/10/15/Rust-1.99.1/
2•wondersky•1h 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