Topic archive
Context Graphs
4 items grouped under this topic.
Posts
4 matching essays
January 19th, 2026
214
7 mins
The Agentic Workspace: A Strategic Imperative for the Next Era of SaaS
Traditional SaaS is under siege from AI agents. The winners won't just add AI features—they'll become agentic workspaces that orchestrate autonomous outcomes. Here's why every SaaS company must make this transition now, and how to build the defensible moat that will define the next decade.
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January 14th, 2026
655
5 mins
Context Graphs Are a Trillion-Dollar Opportunity. But Who Actually Captures It?
Context Graphs
Agentic AI
Enterprise AI
Claude Code
Claude Cowork
AI Infrastructure
Systems of Record
Anthropic
The concept of Context Graphs has rapidly captured the industry's imagination. The thesis is that the next trillion-dollar enterprise platforms will not be systems of record for data, but systems of record for decisions. But who actually captures this opportunity? The answer is hiding in plain sight—in the agentic tools that are already operating in the wild, generating decision traces every second.
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January 1st, 2026
1738
4 mins
What Are Context Graphs, Really?
Context Graphs
Agentic AI
Enterprise AI
Two Clocks Problem
Event Sourcing
Graph Representation Learning
AI Infrastructure
Organizational Memory
The conversation around context graphs has exploded, but the term itself has become a Rorschach test. This is not about adding memory to your agent—it's about rethinking our assumptions about data, time, and organizational knowledge. The Two Clocks Problem reveals why we're missing half of time in enterprise systems, and why this is fundamentally a representation problem, not a database problem.
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December 26th, 2025
1577
4 mins
Context Graphs: My Thoughts on the Trillion Dollar Evolution of Agentic Infrastructure
Context Graphs
Agentic AI
Enterprise AI
MCP
Agent Skills
AI Infrastructure
Decision Traces
AI Governance
Systems of Record
After reading Jaya Gupta's post about Context Graphs, I have not been able to stop thinking about it. For me, it did something personal: it gave a name to the architectural pattern I have been circling around in the agentic infrastructure discussions on this blog for the past year. Gupta's thesis is simple but profound—the last generation of enterprise software created trillion dollar companies by becoming systems of record. The question now is whether a new layer will emerge on top of them: a system of record for decisions.
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