Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

I really don’t feel safe on I would like to share. I don’t seem to have seen any posts that systematically

I really don’t feel safe on I would like to share. I don’t seem to have seen any posts that systematically summarize experience in this area. The ones I know: 1. Reported by ins...

December 11, 2025 · 1 min read

I really don’t feel safe on I would like to share. I don’t seem to have seen any posts that systematically summarize experience in this area. The ones I know:

  • Reported by institutions/brands/companies/individuals due to sensitive content
  • Switching between multiple accounts
  • Unstable, IP always changes
  • Buy followers in bulk
  • Inappropriate content triggers review
  • Inactive
  • AI tweets and comments
  • Too active and mistaken for AI
  • Open blue v Slightly better, but still risky
  • Too good and secretly reported by peers I plan to back up the data regularly in the future, and at the same time open thread and reddit to synchronize content on multiple platforms. I am really speechless! MD, a little angry💢

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATlongform noteTOPICagentic devtoolsCAPABILITYdeveloper tooling
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-agentic-devtools["agentic devtools"]
  capability-developer-tooling["developer tooling"]
  format-long_post -->|covers| topic-agentic-devtools
  format-long_post -->|signals| capability-developer-tooling

Visual structure

Essay structure map

Built from summary and key paragraph positions

I really don’t feel safe on I would like to share. I don’t seem to have seen any post...THESISI really don’t feelsafe on I would liketo share. I don’t seemto have seen any postsSIGNALI really don’t feelsafe on I would liketo share. I don’t seemto have seen any postsOPERATOR5. Inappropriatecontent triggersreviewIMPLICATION10. Too good andsecretly reported bypeers I plan to backup the data regularly
Mermaid outline
flowchart LR
  thesis["I really don’t feel safe on I would like to share. I don’t seem to have seen any posts that systematically..."]
  signal["I really don’t feel safe on I would like to share. I don’t seem to have seen any posts that systematically..."]
  operator["5. Inappropriate content triggers review"]
  implication["10. Too good and secretly reported by peers I plan to back up the data regularly in the future, and at the..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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