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agent invariants + petabyte crawls

1 min readZi Wang

Z / Runner ๐Ÿƒ๐Ÿปโ€โ™‚๏ธ

๐Ÿƒ๐Ÿปโ€โ™‚๏ธ taking a breath & just track the last ~60 days.

  • Claude Code โ†’ sub-agents โ†’ skills โ†’ Agent SDK โ†’ 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, MetaGPTโ€”new framework every week.
  • Amazon Q Dev goes agentic. Acquisitions nonstop.
  • "Vibe coding" the new memes for degens
  • OpenClaw launches skills marketplace โ†’ 1 wk later, researchers find 400+ malicious skills live

So many new agents; looking for the invariants.

Stephen / Basketball ๐Ÿ€

๐Ÿ€ "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).

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