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AWS: Randomness instead of hierarchy in the data center

https://www.heise.de/en/news/AWS-Randomness-instead-of-hierarchy-in-the-data-center-11326091.html
1•wodniok•35s ago•1 comments

YouTuber Punishes Himself by Writing a First Person Shooter in COBOL

https://gizmodo.com/masochistic-youtuber-punishes-himself-by-writing-a-first-person-shooter-entir...
2•speckx•1m ago•0 comments

Trump says Iran downed Apache helicopter, US must react

https://www.reuters.com/world/middle-east/trump-says-us-helicopter-pilots-who-went-down-strait-ho...
2•onemoresoop•3m ago•0 comments

Indian Numbering System

https://en.wikipedia.org/wiki/Indian_numbering_system
1•tosh•3m ago•0 comments

Ask HN: Is Apple Cringe?

1•mijustin•4m ago•0 comments

Automating Myself Out of Development

https://www.thoughtfultechnologist.com/p/automating-myself-out-of-development
1•nisabek•5m ago•0 comments

Brexit Ten Years On: The Economy

https://ukandeu.ac.uk/brexit-ten-years-on-the-economy/
8•mooreds•6m ago•0 comments

The Design of the Q'Nial (2017) [pdf]

https://www.nial-array-language.org/ndocs/Design%20of%20QNial%20V7.pdf
1•tosh•7m ago•0 comments

Cache Stampede Prevention: Distributed Locking, Pub/Sub, and Request Coalescing

https://engineeringatscale.substack.com/p/cache-stampede-distributed-locking
1•birdculture•7m ago•0 comments

Ask HN: What's your AI agent's funny/mocking name?

1•Stitch4223•8m ago•0 comments

US Mint launches $1 coin featuring Cray-1

https://www.datacenterdynamics.com/en/news/us-mint-launches-1-coin-featuring-cray-1/
1•dgacmu•9m ago•0 comments

What Is Gravity?

https://qunabu.github.io/Gravity/#what-is-gravity
1•smooke•9m ago•0 comments

Fable 5 System Prompt Comparison to Opus 4.8

https://TwelveTables.blog/comparing-claude-fable-5s-system-prompt-to-opus-4-8/
1•jackson12t•10m ago•0 comments

Paleontologists Just Found the Peacock of the Dinosaur Era

https://gizmodo.com/paleontologists-just-found-the-most-extra-bird-of-the-dinosaur-era-2000763953
1•gmays•10m ago•0 comments

Claude Fable 5 and Mythos 5 pricing: Anthropic's new $10/$50 top tier

https://www.aipricing.guru/news/claude-fable-5-mythos-5-pricing-june-2026/
1•alexmercerdev•10m ago•0 comments

How to build a cancer vaccine, and whether they will work this time

https://www.owlposting.com/p/how-to-build-a-cancer-vaccine-and
1•abhishaike•13m ago•0 comments

Invisible limitations on Claude Fable 5's effectiveness for frontier LLM dev

https://twitter.com/Hangsiin/status/2064397550434816088
1•pr337h4m•14m ago•0 comments

Apple's AI Can Now Change Your Passwords. What Could Possibly Go Wrong?

https://www.kylereddoch.me/blog/apples-ai-can-now-change-your-passwords-what-could-possibly-go-wr...
3•speckx•14m ago•1 comments

Tailscale ships a non-reproducible crypto downgrade

https://github.com/tailscale/tailscale/issues/20067
1•nimih•14m ago•0 comments

Limits of LLM Based "Intelligences"

https://yalereview.org/article/melanie-mitchell-jagged-intelligence
1•levischoen•15m ago•0 comments

Sovereign

https://lemire.me/blog/2026/06/09/22693/
1•usdogu•15m ago•0 comments

Ask HN: Are you still using your Vision Pro?

24•y1n0•17m ago•5 comments

Two Brains

https://www.cringely.com/2026/06/09/two-brains/
1•dxs•17m ago•0 comments

Car Cutaway Illustrator J Yamada Turned Technical Briefs into Fine Art

https://flashbak.com/car-cutaway-illustrator-jiro-yamada-turned-technical-briefs-into-fine-art-48...
1•dxs•17m ago•0 comments

CEOs Who Think AI Replaces Their Employees Are Just Bad CEOs

https://www.techdirt.com/2026/06/09/ceos-who-think-ai-replaces-their-employees-are-just-bad-ceos/
2•speckx•18m ago•0 comments

Louisiana senator helped secure Meta data center. Then sold the land beside it

https://floodlightnews.org/jay-morris-meta-louisiana-project-land-sales/
2•cdrnsf•20m ago•0 comments

Silicon Metabolism in Diatoms: Implications for GROWTH(2003)

https://onlinelibrary.wiley.com/doi/abs/10.1046/j.1529-8817.2000.00019.x
1•rolph•21m ago•0 comments

The Future of wasi-gfx and wasi:webgpu

https://wasi-gfx.dev/blog/posts/future-of-wasi-gfx/
1•mendyberger•21m ago•0 comments

Elias in the Lighthouse, Again? Diagnosing Low Diversity in LLM Stories

https://arxiv.org/abs/2605.26492
1•danielrmay•22m ago•1 comments

Mythos found the bugs. Who pays for the fixes?

https://opub.dev/blog/mythos-found-the-bugs-who-pays-for-the-fixes
1•goodroot•23m ago•1 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