John F. Holliday
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The Phone Is Always Recording: Big Law's Ambient AI Problem and the Discipline of Cognition
Information Governance

The Phone Is Always Recording: Big Law's Ambient AI Problem and the Discipline of Cognition

How do we get an entire generation of associates to even notice they are doing something legally consequential?
By John F. Holliday • 8 min read
AI and the SharePoint Developer: A Field Guide for the Next Two Years
SharePoint & M365

AI and the SharePoint Developer: A Field Guide for the Next Two Years

Two SharePoint Careers Survive the AI Transition. Here's How to Pick One
By John F. Holliday • 6 min read
Two Algorithms, Zero Shared Memory
Agentic AI

Two Algorithms, Zero Shared Memory

When prior authorization meets retrospective denial, the real failure isn't procedural — it's semantic.
By John F. Holliday • 11 min read
The Context Trap: How Claude Code's Session Memory Can Narrow Your Solution Space
AI-Assisted Engineering

The Context Trap: How Claude Code's Session Memory Can Narrow Your Solution Space

The longer and more technically dense a coding session becomes, the more the model's attention and generative probability distributions get pulled toward patterns, idioms, and architectural choices already present in that context.
By John F. Holliday • 8 min read
Semantic Dissonance: The Silent Failure Mode of Multi-Agent AI Systems
Agentic AI

Semantic Dissonance: The Silent Failure Mode of Multi-Agent AI Systems

When agents share a channel but not a contract, coherence collapses without warning — and domain-specific languages may be the only reliable remedy.
By John F. Holliday • 11 min read
When Your AI Becomes Chief of Staff: A STRIDE Threat Analysis of the Lobster/OpenClaw Personal AI Agent System
Agentic AI

When Your AI Becomes Chief of Staff: A STRIDE Threat Analysis of the Lobster/OpenClaw Personal AI Agent System

I constructed a complete data flow diagram with five trust boundaries and ran a systematic STRIDE-per-element analysis. The result: 46 enumerated threats — 11 Critical, 17 High, 14 Medium, and 4 Low. Seven have no mitigation at all.
By John F. Holliday • 8 min read
John F. Holliday

Consciousness + Content + Code

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