@dongxi_nlp I guess there is really no other way, hhh

Visual summary

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Mermaid outline

flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

Visual structure

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Built from summary and key paragraph positions

Mermaid outline

flowchart LR
  thesis["@dongxi_nlp I guess there is really no other way, hhh"]
  signal["@dongxi_nlp I guess there is really no other way, hhh"]
  operator["@dongxi_nlp I guess there is really no other way, hhh"]
  implication["@dongxi_nlp I guess there is really no other way, hhh"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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