Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

I really have to seriously consider cutting down my $200 GPT subscription by half and buying the coding plan

I really have to seriously consider cutting down my $200 GPT subscription by half and buying the coding plan of k3 and qwen 3.8 or glm 5.2. I didn’t expect that the war between...

July 19, 2026 · 1 min read

I really have to seriously consider cutting down my $200 GPT subscription by half and buying the coding plan of k3 and qwen 3.8 or glm

  • 2. I didn’t expect that the war between big model manufacturers will be so fierce in July this year😱 ps: Don’t buy Google stocks in the short term, I haven’t seen any action for the time being.

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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

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I really have to seriously consider cutting down my $200 GPT subscription by half and...THESISI really have toseriously considercutting down my $200GPT subscription bySIGNALI really have toseriously considercutting down my $200GPT subscription byOPERATOR5.2. I didn’t expectthat the war betweenbig modelmanufacturers will beIMPLICATION5.2. I didn’t expectthat the war betweenbig modelmanufacturers will be
Mermaid outline
flowchart LR
  thesis["I really have to seriously consider cutting down my $200 GPT subscription by half and buying the coding pla..."]
  signal["I really have to seriously consider cutting down my $200 GPT subscription by half and buying the coding pla..."]
  operator["5.2. I didn’t expect that the war between big model manufacturers will be so fierce in July this year😱 ps:..."]
  implication["5.2. I didn’t expect that the war between big model manufacturers will be so fierce in July this year😱 ps:..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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