AI’s trillion-dollar opportunity: Context graphs

J
Jaya Gupta
x.com Saved Wednesday, December 31, 2025 Readwise
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This article strongly resonates and has clear angles for your perspective

Quick Take

This hits squarely in Brian's AI/agents sweet spot with a concrete architectural thesis about context graphs becoming the new system of record. The "decision traces as queryable history" concept directly applies to his fintech work with analytics dashboards and could spark ideas for his AI-powered dev workflow side projects.

Relevant Domains

AI/agents/future of software work Engineering craft/architecture/productivity (strong secondary) Side projects/automation/earning from skills (potential application)

Blog Angles

1

"Why Your Analytics Dashboard Needs a Memory"

Thesis

Your Hook

2

"Building Context Graphs in TypeScript: Beyond Event Sourcing"

Thesis

Your Hook

3

"The $10B Mistake: Why AI Agents Need Better Memory"

Thesis

Your Hook

4

"Context as a Service: The Missing Infrastructure Layer"

Thesis

Your Hook

Key Quotes

Agents won't replace systems of record; they become the interface
Decision traces as persistent, queryable context graph
Turn precedents into searchable truth
Context graph becomes the new system of record

Tags

#ai-agents #context-graphs #system-architecture #decision-tracking #ai-memory #business-intelligence #fintech-applications