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Glue work is still harmful in the age of AI

https://www.seangoedecke.com/glue-work-is-still-harmful-in-the-age-of-ai/
1•gpi•50s ago•0 comments

Ponytail vs. a good AGENTS.md: What we found on our real codebase

https://docspring.com/blog/posts/ponytail-vs-agents-md/
2•nathan_f77•6m ago•0 comments

Introducing OWE-Bench for Long-Horizon Engineering Projects

https://www.mercor.com/blog/introducing-owe-bench/
1•matt_d•11m ago•0 comments

Show HN: Real-time inventory of natural stone slabs in US

https://slabby.org/
1•dhruvkar•12m ago•0 comments

Qwen3.8 re-educated with a more Western worldview

https://www.theregister.com/ai-and-ml/2026/11/13/alibabas-qwen38-re-educated-with-a-more-western-...
1•NordStreamYacht•16m ago•0 comments

They Were the Indispensable CEOs–Until They Weren't

https://www.wsj.com/business/they-were-the-indispensable-ceosuntil-they-werent-1bb8a52c
1•marc__1•17m ago•0 comments

WMP Goodies

https://sites.google.com/view/wmpgoodies/home
1•themaxdavitt•18m ago•0 comments

North Korean hackers used fake video calls in $400M crypto hack, says FBI

https://www.bbc.com/news/articles/cqdj1ellpd70o
2•1659447091•21m ago•0 comments

Jensen Huang expected to testify before Congress

https://www.theguardian.com/technology/live/2026/nov/13/nvidia-jensen-huang-to-testify-before-con...
5•byte_0•24m ago•0 comments

Defunct Company Data Partnership

https://company.micro1.ai/register/?referralCode=340999d4-30b9-44d7-82c0-c6fda55a3d3e&utm_source=...
2•dkggwl1990•25m ago•0 comments

AI Security Wiki

https://nachi065.github.io/AI-Security-Wiki/
3•totetsu•25m ago•1 comments

Don't Underestimate Swift: Learnings Building Back Ends with Hummingbird/Vapor

https://wearecommunity.io/communities/mobilepeople/articles/8881
1•frizlab•26m ago•1 comments

Show HN: I built a Rick and Morty explainer video generator

https://usediorama.com/rick-and-morty
3•dixitbavu•27m ago•4 comments

Octen-WebGR, a 4B model that memorized 200M URLs (open weights, live demo)

https://huggingface.co/Octen/Octen-WebGR-4B
3•kunka_octen•28m ago•0 comments

FDA Approves First Factor Xla Inhibitor to Help Prevent Stroke

https://www.fda.gov/news-events/press-announcements/fda-approves-first-factor-xla-inhibitor-help-...
3•geox•32m ago•0 comments

Feel the AGI [video]

https://www.youtube.com/watch?v=YMFjMYOkpgM
1•HowyHugh•33m ago•0 comments

The Land and the Landfill

https://urbanomnibus.net/2026/11/the-land-and-the-landfill/
2•wawayanda•34m ago•0 comments

Making nuclear fusion in your kitchen

https://hudzah.substack.com/p/making-nuclear-fusion-in-your-kitchen
2•niallsmart•35m ago•0 comments

Read the Aubrey-Maturin series. Before it's too late

https://mapwriting.substack.com/p/read-the-aubrey-maturin-series-before
8•chandlerh•35m ago•2 comments

Tailcat for Minecraft

https://github.com/tailscale/tailcat-for-minecraft
2•LelouBil•36m ago•0 comments

The Glued Cup

https://idle.news/blog/the-glued-cup/
1•colinprince•37m ago•0 comments

When the Observer Stole the Universe

https://pansophics.substack.com/p/when-the-observer-stole-the-universe
1•saadchakra•47m ago•0 comments

Mac-assed Mac app (2020)

https://daringfireball.net/linked/2020/03/20/mac-assed-mac-apps
3•guessmyname•47m ago•0 comments

Mythos got Claude running on AMD chips in three days, a job that took months

https://madrobot.blog/2026/11/11/anthropic-mythos-claude-amd-chips-three-days/
2•mroche•49m ago•1 comments

A real-time database of Indian state GDP

https://itihasdata.org/
1•hunglee2•51m ago•0 comments

How are database migrations handled for FusionAuth Cloud instances?

https://fusionauth.io/community/forum/topic/3345/how-are-database-migrations-handled-for-fusionau...
2•mooreds•52m ago•0 comments

State of the tech job market: late 2026

https://www.lennysnewsletter.com/p/state-of-the-tech-job-market-late
3•mooreds•53m ago•0 comments

Microsoft outage drags on for hours, disrupting Outlook, Teams for thousands

https://www.reuters.com/technology/microsoft-365-outlook-down-thousands-us-users-downdetector-sho...
3•JumpCrisscross•54m ago•1 comments

Brandrail – make Claude Code and Cursor follow your design system

https://github.com/brandrail-app/brandrail
1•thiago_baptiste•56m ago•0 comments

Claude for Manufacturing

https://claude.com/resources/articles/claude-for-manufacturing
1•jp_rider•58m 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