Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

hhhh, Anthropic I had no idea that I had πŸ˜‚ recently reset the mad demon Tibo today and forced Claude to follow suit.

hhhh, Anthropic I had no idea that I had πŸ˜‚ recently reset the mad demon Tibo today and forced Claude to follow suit. K3 directly collapsed Anthropic's valuation by half, and th...

July 21, 2026 Β· 1 min read

hhhh, Anthropic I had no idea that I had πŸ˜‚ recently reset the mad demon Tibo today and forced Claude to follow suit.

K3 directly collapsed Anthropic's valuation by half, and the good show has just begun...

Four words: Ask for a hammer

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FORMATTOPICCAPABILITYMARKETcoversFORMATshort signalTOPICagentic devtools
Mermaid outline
flowchart LR
  format-short_note["short signal"]
  topic-agentic-devtools["agentic devtools"]
  format-short_note -->|covers| topic-agentic-devtools

Visual structure

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hhhh, Anthropic I had no idea that I had πŸ˜‚ recently reset the mad demon Tibo today a...THESIShhhh, Anthropic I hadno idea that I had πŸ˜‚recently reset the maddemon Tibo today andSIGNALhhhh, Anthropic I hadno idea that I had πŸ˜‚recently reset the maddemon Tibo today andOPERATORK3 directly collapsedAnthropic's valuationby half, and the goodshow has just begun...IMPLICATIONFour words: Ask for ahammer
Mermaid outline
flowchart LR
  thesis["hhhh, Anthropic I had no idea that I had πŸ˜‚ recently reset the mad demon Tibo today and forced Claude to fo..."]
  signal["hhhh, Anthropic I had no idea that I had πŸ˜‚ recently reset the mad demon Tibo today and forced Claude to fo..."]
  operator["K3 directly collapsed Anthropic's valuation by half, and the good show has just begun..."]
  implication["Four words: Ask for a hammer"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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