# ai-agents

Private data × Untrusted content × External communication = Perfect security disaster, and it's already happening everywhere

Finally someone built a 'package manager' for AI agent skills, so agents stop flying around like headless chickens

The minimalist agent definition (LLM + tools + loop) makes you forget what really matters: planning, memory, trust, and evals

Anthropic launches Claude for Healthcare with medical database connectors, FHIR support, and access to your health records (◕‿◕)

Anthropic drops Claude Legal Plugin on Cowork — auto contract review, risk flagging, NDA triage included. Legal software stocks tumble as the market reprices the entire industry. When your AI assistant is 100x faster than a lawyer, how many lawyers does your team actually need?

Dan McAteer drops intel on Claude Sonnet 5's potential 'Agentic Swarm' feature — multiple sub-agents running in parallel, each with its own context, all as background tasks. We're entering the multiverse of parallel AI workers.

From 80% manual coding to 80% AI agents, Karpathy calls this the biggest change in his 20-year programming career

Anthropic launches Cowork — bringing Claude Code's agent capabilities to non-engineers, letting you organize files, compile spreadsheets, and write reports through conversation

Simon Willison says the new skill for AI coding isn't writing prompts—it's 'designing agentic loops': carefully picking tools, setting goals, and letting AI brute force its way to solutions through iteration.

Vercel tested two ways to teach AI agents: Skills (let AI decide when to check docs) vs AGENTS.md (auto-load docs every time). AGENTS.md won by a landslide.