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Meta Superintelligence Labs: Scaling Agent Learning via Experience Synthesis

https://arxiv.org/abs/2511.03773
1•babelfish•2m ago•0 comments

The Silent (R)evolution of SAT

https://cacm.acm.org/research/the-silent-revolution-of-sat/
1•RebelPotato•2m ago•0 comments

The Complexity of Simplicity [video]

https://www.youtube.com/watch?v=Cum5uN2634o
1•bestinterest•16m ago•0 comments

Abstraction, but for Robots

https://stackoverflow.blog/2025/12/02/abstraction-but-for-robots/
1•quapster•17m ago•0 comments

Why Replicate is joining Cloudflare

https://blog.cloudflare.com/why-replicate-joining-cloudflare/
2•chmaynard•18m ago•0 comments

New FDA-approved glasses can slow nearsightedness in kids

https://abcnews.go.com/US/wireStory/new-fda-approved-glasses-slow-nearsightedness-kids-127991874
1•plun9•18m ago•0 comments

Show HN: Eatelligence – Scan pantry items, get AI recipe suggestions

https://apps.apple.com/us/app/eatelligence/id6755645485
1•xsonerx•20m ago•0 comments

Ask HN: Did I do a 5 year BS to become an algo whore?

1•leetcodewhore•21m ago•0 comments

Imposter Game Oneline

https://impostergame.win/
1•tomstig•21m ago•1 comments

Show HN: Webclone.js – A simple tool to clone websites

https://github.com/jademsee/webclone
1•jadesee•26m ago•0 comments

AlphaFold is five years old – these charts show how it revolutionized science

https://www.nature.com/articles/d41586-025-03886-9
2•digital55•29m ago•0 comments

High School Dropout to OpenAI Researcher [video]

https://www.youtube.com/watch?v=vq5WhoPCWQ8
1•gmays•31m ago•0 comments

Frequently Asked Unicycling Questions

https://vale.rocks/posts/unicycle-faq
2•edent•31m ago•0 comments

OWASP LLM Top 10 2026: Predicted New Threats

https://scanmyllm.com/owasp-llm-top-10-2026
1•adam_ftt•35m ago•1 comments

Byte-Level Tokenizers Unavoidably Enable LLMs to Generate Ill-Formed UTF-8

https://arxiv.org/abs/2511.05578
1•PaulHoule•38m ago•0 comments

Draft: Challenge for Persistent DNS TXT Record Validation

https://datatracker.ietf.org/doc/html/draft-sheurich-acme-dns-persist-01
1•wrayjustin•39m ago•0 comments

Show HN: Personal AI Assistant

https://chat.gmujtaba.com/
1•sumo86•39m ago•0 comments

Energy Department Renames NREL 'National Lab of the Rockies'

https://www.nrel.gov/news/detail/press/2025/news-release-energy-department-renames-nrel-%27nation...
2•zekrioca•40m ago•1 comments

Responsible Bot Operation

https://cryptography.dog/blog/responsible-bot-operation/
1•jllyhill•41m ago•0 comments

Apple Releases Open Weights Video Model

https://starflow-v.github.io
2•vessenes•49m ago•0 comments

It's No Dodo, but This Newly Discovered Bird Could Share the Same Fate

https://www.nytimes.com/2025/12/02/science/birds-dodo-slaty-masked-tinamou.html
1•fleahunter•52m ago•0 comments

Pushlog.ai – Summaries of GitHub push notifications

https://pushlog.ai/
1•CarterDixon•54m ago•1 comments

Ask HN: I have a job offer in Google MTV from Bangalore. Should I take it?

1•titirx•55m ago•3 comments

A Camera System Now Feeds Information to Police on Drivers Across the US

https://truthout.org/articles/a-vast-camera-system-now-feeds-information-to-police-on-drivers-acr...
2•measurablefunc•56m ago•0 comments

Decreasing Certificate Lifetimes to 45 Days

https://letsencrypt.org/2025/12/02/from-90-to-45
3•Sami_Lehtinen•59m ago•0 comments

Show HN: PKC Mark – open-source local benchmark for LLMs and Diffusers

https://github.com/PKC0412/pkc-mark-benchmark
1•parkkichoel•1h ago•0 comments

Slack Engineering – Advancing Our Chef Infrastructure

https://slack.engineering/advancing-our-chef-infrastructure-safety-without-disruption/
1•zdkaster•1h ago•0 comments

Show HN: Multi-Repo Tool

https://github.com/njoshi22/repoflow
1•anduril22•1h ago•0 comments

United States vs. Paramount Pictures, Inc

https://en.wikipedia.org/wiki/United_States_v._Paramount_Pictures,_Inc.
1•handfuloflight•1h ago•0 comments

Why Most Business Coverage Misses the Actual Drivers of Outcomes

https://capitalfolly.com/
1•d_e_solomon•1h ago•1 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•6mo 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