Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@quinnoutlook Recently, their model computing power is not enough, the quality has dropped slightly, and

@quinnoutlook Recently, their model computing power is not enough, the quality has dropped slightly, and there are too many people using it, so they have launched...

July 15, 2026 · 1 min read

@quinnoutlook Recently, their model computing power is not enough, the quality has dropped slightly, and there are too many people using it, so they have launched some discounts to attract new users.

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FORMATTOPICCAPABILITYMARKETcoverssignalssignalsFORMATthread digestTOPICagentic devtoolsCAPABILITYevaluationCAPABILITYtechnical distribution
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flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  capability-evaluation["evaluation"]
  capability-technical-distribution["technical distribution"]
  format-thread -->|covers| topic-agentic-devtools
  format-thread -->|signals| capability-evaluation
  format-thread -->|signals| capability-technical-distribution

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Built from summary and key paragraph positions

@quinnoutlook Recently, their model computing power is not enough, the quality has dr...THESIS@quinnoutlookRecently, their modelcomputing power is notenough, the qualitySIGNAL@quinnoutlookRecently, their modelcomputing power is notenough, the qualityOPERATOR@quinnoutlookRecently, their modelcomputing power is notenough, the qualityIMPLICATION@quinnoutlookRecently, their modelcomputing power is notenough, the quality
Mermaid outline
flowchart LR
  thesis["@quinnoutlook Recently, their model computing power is not enough, the quality has dropped slightly, and th..."]
  signal["@quinnoutlook Recently, their model computing power is not enough, the quality has dropped slightly, and th..."]
  operator["@quinnoutlook Recently, their model computing power is not enough, the quality has dropped slightly, and th..."]
  implication["@quinnoutlook Recently, their model computing power is not enough, the quality has dropped slightly, and th..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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