Agents can now buy domains with the Vercel CLIDeno is joining CloudflareSophos cuts threat investigation time by 96% with OpenAI DaybreakHack the World: Why hackathons are still the best place to learn to buildTypesafe AI raises $870M at $7.5Bv2.1.296rust-v0.163.0-alpha.5An Explainable Header-Centric Framework for Large-Scale Semantic Table Interpretation and Data Quality AssessmentNew Pro teams now default to 30-day deployment retentionQuoting Matthew GreenAsana cuts model costs 76x in browser tests with GPT-6.1 SolCourt throws out killer's sentence after judge said he loved AI video of victimSynthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System InteractionDeployment Storage billing begins for existing Pro teamsA new feature for my blog, built using my voiceAnthropic bans users from being 'cruel' to its AI systemsAgent-Controlled Forgetting for Tool-Using Agents: Reversible Context Curation in PracticeHow Rillet ships 3× faster with AI agents on VercelPointing AI at archives found a forgotten meteorite, lost rhinos, and moreVerification and Self-Improvement in Agentic AI: Foundations and LimitsAgents can now buy domains with the Vercel CLI

Your agent can now use the Vercel CLI to buy a domain. The agent discovers candidates with vercel domains search , checks availability and registrar pricing with vercel domains check and vercel domains price , and initiates the purchase with vercel domains buy . The purchase decision itself stays wi

Deno is joining Cloudflare The Deno team released the first version of celld back in August - their open source implementation of the Durable Objects pattern from Cloudflare Workers. Today, Cloudflare are acquiring Deno outright, with the goal of building on celld to "make workerd self-hosting a fir

Discover how Sophos uses OpenAI’s Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight.

The barriers to building software have collapsed. Today, anyone can build. Hackathons are a great place to start learning. The post Hack the World: Why hackathons are still the best place to learn to build appeared first on The GitHub Blog .

Article URL: https://typesafe.ai/blog/series-ai Comments URL: https://news.ycombinator.com/item?id=50023450 Points: 240 # Comments: 202

What’s changed Added a code key to the Claude apps gateway’s managed.policies[] : the same settings as cli , also applied in Claude Desktop’s Code tab; beside desktop , it turns on Claude Desktop’s gateway mode Added autoCompactWindow to subagent frontmatter and –agents definitions, so a subagent c

近期更新：rust-v0.163.0-alpha.5；0.162.1；0.163.0-alpha.4；0.163.0-alpha.2。Release 0.163.0-alpha.5

arXiv:2610.10541v1 Announce Type: new Abstract: Knowledge Graph (KG) quality depends not only on downstream graph validation, but also on the quality of tabular metadata used before integration. In metadata-only Semantic Table Interpretation (STI), where cell values are unavailable, noisy, or unsuit

New Pro teams now default to a 30-day deployment retention period. Coding agents have accelerated development, increasing deployment frequency and the amount of stored deployment history. Shorter retention keeps recent history available while limiting older history and its storage costs. You can cho

Everyone is very concerned about being respectable, so I’m going to be the goofball who raises worst-case possibilities. I think there is a 1% chance we live in Minicrypt, and a 15% chance we functionally lose confidence in our existing public-key encryption algorithms. […] The problem here is tha

Article URL: https://www.nbcnews.com/news/us-news/sentence-vacated-ai-video-dead-victim-rcna601457 Comments URL: https://news.ycombinator.com/item?id=50020856 Points: 68 # Comments: 73

arXiv:2610.10549v1 Announce Type: new Abstract: Tool-calling agents have become central to enterprise AI, yet training and evaluating them at scale remains severely constrained due to business and legal restrictions on enterprise systems, data, and database schemas. Tabular data synthesis offers a n

Deployment Storage and Functions Storage billing will begin for all Pro teams at $0.10 per GB-month. Check your email for details about when billing will start for your team. To keep storage costs low, the deployment retention window also changes to 30 days. Deployments older than 30 days will be de

I shipped a new feature for my blog today: the Newsletters page, which offers an index of all of the newsletters I’ve sent out, both my free weekly Substack and my monthly sponsors-only updates. I built the feature almost entirely using my voice, chatting away to my laptop while I cooked dinner. Cod

Article URL: https://www.bbc.com/news/articles/c6j9k1l72wkgo Comments URL: https://news.ycombinator.com/item?id=50019860 Points: 31 # Comments: 25

arXiv:2610.10590v1 Announce Type: new Abstract: Tool-using agents repeatedly carry observations whose useful content can be much smaller than their original payload. We study agent-controlled forgetting: the acting model selects previously observed tool results, replaces each with a short note at it

Rillet on Vercel Tripled shipping rate in three months with eve agents deployed on Vercel Two-person team closed 800+ Linear tickets in its first 4 months Builder access via Enterprise Managed Users, SSO, and Directory Sync Ships customer-requested changes to production in as little as two hours Giv

Article URL: https://jessewaites.com/blog/post/i-pointed-ai-at-400-years-of-archives/ Comments URL: https://news.ycombinator.com/item?id=50019056 Points: 98 # Comments: 49

arXiv:2610.10611v1 Announce Type: new Abstract: Agentic AI systems can improve by searching longer, receiving additional support, or modifying how they propose and verify outputs. A performance score does not distinguish these mechanisms. We compare these changes through bounded verification with hi