Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Yes, in fact, the purpose is to use fragmentation time for systematic reading. Because...

Yes, in fact, the purpose is to use fragmentation time for systematic reading. Because the long-term benefits of fragmented reading are not high, you can use the memory mechanis...

May 17, 2026 · 1 min read

Yes, in fact, the purpose is to use fragmentation time for systematic reading.

Because the long-term benefits of fragmented reading are not high, you can use the memory mechanism of codex or cc to automatically do long-term precipitation, so that each reading is part of the system and will not be broken.

After installing the cli of the WeChat book, you can try this prompt first, I am still exploring: from what I have recently used Codex on my native machine, what the browser is actually doing "Reverse which book should be read, rather than just reading the reading notes in the WeChat book Recording.

For example, recent Codex session/project traces, browser history topics, and then matching with shelf candidates.

Give me about 10 minutes of reading

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverscoverssignalsFORMATlongform noteTOPICmemoryTOPICretrievalTOPICtoolingCAPABILITYdeveloper tooling
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-memory["memory"]
  topic-retrieval["retrieval"]
  topic-tooling["tooling"]
  capability-developer-tooling["developer tooling"]
  format-long_post -->|covers| topic-memory
  format-long_post -->|covers| topic-retrieval
  format-long_post -->|covers| topic-tooling
  format-long_post -->|signals| capability-developer-tooling

Visual structure

Essay structure map

Built from summary and key paragraph positions

Yes, in fact, the purpose is to use fragmentation time for systematic reading. Becaus...THESISYes, in fact, thepurpose is to usefragmentation time forsystematic reading.SIGNALYes, in fact, thepurpose is to usefragmentation time forsystematic reading.OPERATORAfter installing thecli of the WeChatbook, you can try thisprompt first, I amIMPLICATIONGive me about 10minutes of reading
Mermaid outline
flowchart LR
  thesis["Yes, in fact, the purpose is to use fragmentation time for systematic reading. Because the long-term benefi..."]
  signal["Yes, in fact, the purpose is to use fragmentation time for systematic reading."]
  operator["After installing the cli of the WeChat book, you can try this prompt first, I am still exploring: from what..."]
  implication["Give me about 10 minutes of reading"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post