agent invariants + petabyte crawls

· Zi Wang · 1 min read

Z / Runner 🏃🏻‍♂️

🏃🏻‍♂️ taking a breath & just track the last ~60 days.

  • Claude Code → sub-agents → skills → Agent SDK → Claude Cowork.
  • OpenAI ships Codex CLI, then GPT-5.3-Codex (model helps write itself).
  • Coding agents flip on bg mode w/ 100s of concurrent runs.
  • Google drops Gemini CLI. GitHub adds MCP Registry.
  • Google announces A2A to counter Anthropic MCP. OpenAI ships Swarm.
  • Kimi K2.5 launches w/ 100-agent swarm orchestration.
  • CrewAI, AutoGen, LangGraph, MetaGPT—new framework every week.
  • Amazon Q Dev goes agentic. Acquisitions nonstop.
  • "Vibe coding" the new memes for degens
  • OpenClaw launches skills marketplace → 1 wk later, researchers find 400+ malicious skills live

So many new agents; looking for the invariants.

Stephen / Basketball 🏀

🏀 "They absolutely trained it on Opus 4.5 outputs, and in a not-very-tactful way."

  • 100m agents on 12-petabyte commoncrawl, 1-terabyte the pile (pubmet / arxiv / githhub), 4m google books, 360m domain names (menus / pricing).