Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@ResearchKONG Well, this makes sense. Mixing and matching may be a good choice. The eco...

@ResearchKONG Well, this makes sense. Mixing and matching may be a good choice. The ecological advantages of Python are indeed great. Only Go is used to write agents, concurrenc...

May 21, 2026 路 1 min read

@ResearchKONG Well, this makes sense.

Mixing and matching may be a good choice.

The ecological advantages of Python are indeed great.

Only Go is used to write agents, concurrency, asynchronous, state, storage, etc., which focus on the underlying harness, performance optimization and infrastructure-related parts馃

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FORMATTOPICCAPABILITYMARKETcoverscoverscoverscoverscoverssignalssignalsFORMATthread digestTOPICagentsTOPICharness engineeringTOPIClong running agentsTOPICtechnical distributionTOPICretrievalCAPABILITYagent workflowCAPABILITYharness engineering
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-agents["agents"]
  topic-harness-engineering["harness engineering"]
  topic-long-running-agents["long running agents"]
  topic-technical-distribution["technical distribution"]
  topic-retrieval["retrieval"]
  capability-agent-workflow["agent workflow"]
  capability-harness-engineering["harness engineering"]
  format-thread -->|covers| topic-agents
  format-thread -->|covers| topic-harness-engineering
  format-thread -->|covers| topic-long-running-agents
  format-thread -->|covers| topic-technical-distribution
  format-thread -->|covers| topic-retrieval
  format-thread -->|signals| capability-agent-workflow
  format-thread -->|signals| capability-harness-engineering

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Essay structure map

Built from summary and key paragraph positions

@ResearchKONG Well, this makes sense. Mixing and matching may be a good choice. The e...THESIS@ResearchKONG Well,this makes sense.Mixing and matchingmay be a good choice.SIGNAL@ResearchKONG Well,this makes sense.OPERATORThe ecologicaladvantages of Pythonare indeed great.IMPLICATIONOnly Go is used towrite agents,concurrency,asynchronous, state,
Mermaid outline
flowchart LR
  thesis["@ResearchKONG Well, this makes sense. Mixing and matching may be a good choice. The ecological advantages o..."]
  signal["@ResearchKONG Well, this makes sense."]
  operator["The ecological advantages of Python are indeed great."]
  implication["Only Go is used to write agents, concurrency, asynchronous, state, storage, etc., which focus on the underl..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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