Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

CRM is degenerating into infrastructure. What is really valuable is the AI orchestratio...

CRM is degenerating into infrastructure. What is really valuable is the AI orchestration layer.⚡️ We have actually seen such a history once. At that time, Facebook had a friend...

May 15, 2026 · 1 min read

CRM is degenerating into infrastructure. What is really valuable is the AI orchestratio...
Figure 1 / source image

CRM is degenerating into infrastructure.

What is really valuable is the AI orchestration layer.⚡️ We have actually seen such a history once.

At that time, Facebook had a friend graph, and everyone thought that "relationship chain" was the ultimate moat.

But then what really ruled it all became Feed.

Relationship chains do not disappear, but degenerate into an input source for the flow of information.

Now, the same thing is happening in enterprise software.

CRM is not going away.

Salesforce is not going away.

But the System of Record is slowly degrading into infrastructure.

Real value is moving up: → orchestration → reasoning → agents → workflow → action The strongest enterprise software of the future, not necessarily the largest database.

But 🧠it must have the strongest System of Intelligence in charge: • Aggregate context • Orchestrate agents • Call workflows • Automate actions I think the most important insight of this article is that the true moat of enterprise software in the future may already be more than just “data”.

There is also a continuously running Agentic Context.

The database records "what happened" and the AI Orchestration records "how the organization thinks and acts", which is the true center of gravity of the next generation of software.

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Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverssignalssignalsFORMATlongform noteTOPICagentsTOPICmemoryCAPABILITYagent workflowCAPABILITYtechnical writing
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-agents["agents"]
  topic-memory["memory"]
  capability-agent-workflow["agent workflow"]
  capability-technical-writing["technical writing"]
  format-long_post -->|covers| topic-agents
  format-long_post -->|covers| topic-memory
  format-long_post -->|signals| capability-agent-workflow
  format-long_post -->|signals| capability-technical-writing

Visual structure

Essay structure map

Built from summary and key paragraph positions

CRM is degenerating into infrastructure. What is really valuable is the AI orchestrat...THESISCRM is degeneratinginto infrastructure.What is reallyvaluable is the AISIGNALCRM is degeneratinginto infrastructure.OPERATORCRM is not going away.IMPLICATIONThe database records"what happened" andthe AI Orchestrationrecords "how the
Mermaid outline
flowchart LR
  thesis["CRM is degenerating into infrastructure. What is really valuable is the AI orchestration layer.⚡️ We have a..."]
  signal["CRM is degenerating into infrastructure."]
  operator["CRM is not going away."]
  implication["The database records \"what happened\" and the AI Orchestration records \"how the organization thinks and acts..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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