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Show HN: Staxless – Open-source microservice SaaS boilerplate

https://github.com/Staxless/staxless
1•zachbenson817•51s ago•0 comments

A Pickpocket's Guide to New York

https://www.newyorker.com/magazine/2026/11/02/a-pickpockets-guide-to-new-york
2•prismatic•3m ago•0 comments

Who is the creator of Megabonk? DaniDev conspiracy explored

https://www.sportskeeda.com/esports/who-creator-megabonk-danidev-conspiracy-explored
1•MINTYSTAR12•3m ago•0 comments

Patrick Stewart dies: how Captain Picard inspired today's science leaders

https://www.nature.com/articles/d41586-026-03543-9
1•edukite•4m ago•0 comments

Disroot (the privacy focused email provider) is still down bad

https://nixnet.social/notice/BBuwgGduFtaIXtVEC8
1•aframemodular•5m ago•0 comments

Show HN: Rust based window switcher for macOS

https://alt-tabr.com/
2•nima999•7m ago•0 comments

Bash and pipefail – Non deterministic conditionals

https://blog.myneves.com/pipefail-grep-q.html
1•ptsneves•10m ago•0 comments

From Lotus Leaves to Rain Jackets: The Power of Biomimicry

https://www.mcgill.ca/oss/article/student-contributors-technology-general-science/lotus-leaves-ra...
3•bookofjoe•10m ago•0 comments

Show HN: A Daily Poem Writing Puzzle

https://pocketpoems.io
1•egglemonsoup•10m ago•0 comments

Update on Daybreak Blue data usage and API access

https://help.openai.com/en/articles/7730893-data-controls-in-chatgpt
1•Herrera•11m ago•1 comments

It's Time to Ditch Chrome

https://www.wired.co.uk/article/google-chrome-browser-data
3•birdculture•15m ago•0 comments

Apple's iPod Recreation

https://unsung.aresluna.org/apples-ipod-recreation/
1•tosh•17m ago•1 comments

Data breach targeting Bay Street law firms

https://www.theglobeandmail.com/business/article-bennett-jones-hit-in-data-breach-targeting-bay-s...
3•boringg•18m ago•0 comments

From Scroll to Contour: How Map Stopped Being a Picture and Became a Mechanism

https://medium.com/@smoking2man/from-scroll-to-contour-how-the-map-stopped-being-a-picture-and-be...
1•Aldus551•19m ago•0 comments

Readwise Books: An independent digital-first bookstore

https://blog.readwise.io/readwise-books/
2•tristanho•20m ago•0 comments

Copper – A minimal low-level programming language with OOP and generics

https://tibleiz.net/copper/
1•bogdanoff_2•20m ago•1 comments

Making Coinbase Multi-User

https://www.coinbase.com/blog/making-coinbase-multi-user
2•dukebartnik•21m ago•0 comments

Grail's cancer test produces fewer false positives than I expected

https://www.empirical.health/blog/galleri-fewer-false-positives/
1•brandonb•21m ago•1 comments

October Security Incident

https://www.dreamhost.com/news/announcements/october-security-incident/
3•danboarder•22m ago•0 comments

North Korea became a hacking superpower

https://www.ft.com/content/46c03338-63d5-43fc-a946-ebcbe9e1c07a
2•cwwc•23m ago•0 comments

Nitro – Build static sites in plain Python

https://nitro.sh
1•ghstcode•23m ago•0 comments

Bunny CDN Security Incident

https://status.bunny.net/incidents/p6gf1by9kr7m
2•SondreDag•24m ago•0 comments

NASA ponders a Hubble servicing mission or a controlled deorbit

https://www.theregister.com/science/2026/10/30/nasa-ponders-a-hubble-servicing-mission-or-a-contr...
2•samizdis•24m ago•0 comments

BBC licence fee expected to top £200 amid row over 'YouTube tax'

https://www.independent.co.uk/news/uk/politics/bbc-licence-fee-price-rise-youtube-tax-b3076318.html
1•nephihaha•25m ago•0 comments

French digital tax may kill VideoLan non-profit

https://twitter.com/videolan/status/2116229135919919278
12•miohtama•28m ago•1 comments

Quantum Algorithms for Beginners

https://ketsandgates.com/
1•liamlutton•28m ago•1 comments

Put AI to Work for You

https://ifttt.com/explore/put-ai-to-work-for-you
2•joebig•30m ago•0 comments

Moju – Open-source physics auditing for CFD and SciML training data

https://github.com/IfimoAI/moju/blob/main/docs/case-studies/cylinder-re100-converged-forces.md
1•Abi_il_2026•31m ago•0 comments

Tracking 11,709 AI launches on Hacker News

https://spark.site/blog/ai-startup-failure-rate
1•danielxli•32m ago•0 comments

The Gestures We've Forgotten

https://www.theatlantic.com/newsletters/2026/10/time-change-rediscover-joy/689221/
2•fortran77•34m 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