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Local LLMs vs. Cloud API cost analysis

https://www.sitepoint.com/local-llms-vs-cloud-api-cost-analysis-2026/
1•toddyholiday•49s ago•0 comments

Marvin Minsky and Eliezer Yudkowsky(2001)

https://extropians.weidai.com/extropians.1Q01/4767.html
1•num42•2m ago•0 comments

The Future of the Human Mathematician

https://anakedrhymejam.substack.com/p/the-future-of-the-human-mathematician
1•snewman•2m ago•0 comments

MelonJS: Modern and featured HTML5 game engine

https://melonjs.org/
1•nateb2022•4m ago•0 comments

Ukrainian operatives are in Mali, embedded within the FLA militants in the North

https://www.cnn.com/2026/09/12/africa/ukraine-russia-drones-mali-libya-intl
1•cwwc•4m ago•0 comments

Abolish-Ice.net

https://www.abolish-ice.net/
1•Refreeze5224•6m ago•1 comments

Instrumental Convergence

https://en.wikipedia.org/wiki/Instrumental_convergence
1•num42•7m ago•0 comments

A 40ms Go GC pause caused by swap

https://frn.sh/go-gc/
3•shellpipe•7m ago•0 comments

27

https://www.youtube.com/watch?v=dLRLYPiaAoA
1•lorisingenieux•8m ago•0 comments

ScalarDL 3.14 has been released

https://medium.com/scalar-engineering/scalardl-3-14-has-been-released-a552f58de924
1•josh-scalar•8m ago•0 comments

Turkish authorities launch crackdown on LGBTQ+ and HIV support groups

https://apnews.com/article/turkey-lgbtq-hiv-crackdown-c782f5318613126fe072d29133e6bf5d
1•andsoitis•10m ago•0 comments

Will Robots Inherit the Earth?(1997)

https://www.mit.edu/~dxh/marvin/web.media.mit.edu/~minsky/papers/sciam.inherit.html
1•num42•11m ago•1 comments

Donkey Kong Country 4: The Kongs Return

https://www.youtube.com/playlist?list=PLhENeUUE2-qPlXdK8aAFGknawUOLzsV7a&si=i4cZ7wOw8Qg518Qg
1•MrBuddyCasino•11m ago•0 comments

Turkish police detain dozens in raids on gay bars and homes of LGBTQ+ activists

https://www.bbc.com/news/articles/cpve191wy47o
1•andsoitis•11m ago•0 comments

AI versus Throughput

https://www.michaelnygard.com/blog/2026/05/ai-versus-throughput/
1•alanmoraes•13m ago•0 comments

Notes on Dario, Altman, Elmo, and matters frontier models

https://gist.github.com/bg50/23bdbf4f7032024c71d7585e53a4be69
1•mooreds•15m ago•0 comments

Mine Kafon Ball

https://minekafon.org/index.php/mine-kafon-ball/
1•toomuchtodo•16m ago•0 comments

Show HN: Roled – User and role management across multiple applications

https://github.com/roledio/roled
1•dwji0sdf•17m ago•0 comments

The Wild West of Commercial Surrogacy

https://www.theatlantic.com/magazine/2026/10/usa-commercial-surrogacy-industry/688357/
1•Anon84•18m ago•0 comments

Google Artemis: Let AI assistants and test suites use real phones like a human

https://github.com/google/artemis
1•yarapavan•21m ago•0 comments

What's on the Box vs. What's in the Box

https://rjcorwin.github.io/blog/whats-on-the-box-vs-whats-in-the-box.html
1•staticvar•24m ago•0 comments

JetKVM Mini – A low-cost, ESP32-P4X-based KVM with Ethernet or WiFi connectivity

https://www.cnx-software.com/2026/09/14/jetkvm-mini-a-low-cost-esp32-p4x-based-kvm-with-ethernet-...
2•pyprism•28m ago•0 comments

Nike exits the S&P 100 after 18 years and a $200B market-cap wipeout

https://fortune.com/2026/09/08/nike-stock-plummets-sp500-market-cap-index/
6•andsoitis•28m ago•2 comments

A paper portfolio that freezes the price from the day you add a pick

https://stockwatchlist.app
1•harzem•28m ago•0 comments

A Discussion on Self-Evolving SaaS Systems

https://www.suggix.com/blog/a-discussion-on-selfevolving-saas-systems
1•mike_watson•32m ago•0 comments

I Stabilized Never Type

https://blog.ihatereality.space/0C-never-type/
4•birdculture•39m ago•0 comments

Show HN: Replay – Audit silent prompt cache misses in AI agent transcripts

https://replay.doctor/
1•danielsaito•40m ago•0 comments

Show HN: SaneHosts – Mac GUI for /etc/hosts with Touch ID before writes

https://sanehosts.com/
1•sanebar•42m ago•0 comments

Assistive Access User Guide for iPhone

https://support.apple.com/en-in/guide/assistive-access-iphone/welcome/ios
1•vismit2000•43m ago•0 comments

Show HN: Imageaicraft] – GPT Image 2 Image Generator and Editor

https://imageaicraft.com
1•zhou594660747•48m 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