
Talorys: A Personal AI Agent You Deploy to Your Own Cloudflare Account in One Command
Talorys is an open-source, single-user AI agent with memory, tasks and reminders that deploys to your Cloudflare free tier with npx. Setup, limits, HN debate.

Expert profile
Founder & AI Product Leader
Yash Thakker is a Generative AI expert with over 12 years of experience in product leadership and technical strategy. As the founder of explainx.ai, he has taught over 300,000 learners and built AI platforms serving millions of users globally. He specializes in Agentic AI, Multimodal RAG, and the intersection of LLMs with consumer hardware.

Talorys is an open-source, single-user AI agent with memory, tasks and reminders that deploys to your Cloudflare free tier with npx. Setup, limits, HN debate.

Underdog Saluki 27B shrinks Qwen3.8-27B from 54 GB to 7.89 GB and beats it on a tool-calling test. Run it with llama.cpp and see where it loses.

The White House Super Intelligence Force says AI companies must immediately disclose model incidents and fix harm. What is confirmed and what is not.

Agent Swarm by Desplega Labs: MIT self-hosted lead agent plus Docker workers (Claude Code, Codex, Cursor). How to run it, what it costs, caveats.

AgentPlane is a free, open-source local hub that runs Claude Code, Codex, Cursor and 35+ agents side by side. Features, security, Composio triggers, limits.

AI chip supply chain, Oct 2026: TSMC record Q3, Samsung reported 20-30% phone part cut, GlobalFoundries $2B US interposer deal. Facts, caveats, builder impact.

Axios says OpenAI, Anthropic and others privately plan for a public revolt after a catastrophic AI event. What is confirmed, what is not, and what to do.

Ai2 replaced priority queues with GPU time budgets and fair-share scheduling. Debug waits fell from 2 hours to 30 seconds at 98% occupancy.

Amazon Thane data center protests: 22 hectares (54 acres), 1,000+ residents, water, power and noise claims vs Amazon's water-free cooling promise.

Anthropic paused the Claude Startups free Team year and $1,000 credit days after launch. See what founders keep and what to do next.

Philadelphia police say an Anthropic model filed a fake tip on an unsolved murder in July and the company took until Oct 7 to tell them. What we know.

Anthropic is building a 2028 presidential engagement program. What the job post says, who is critical, and what it means for AI regulation.