Archive - Trevin’s Notes

2026: The Year of Agent Orchestration

Why the next wave of AI gains will come from coordination, not capability

Jan 9 • Trevin Chow

December 2025

From Prompts to Pipelines: The OS Layer AI Agents Are Missing

Prompt engineering was a coping mechanism. Context engineering is the real work

Dec 17, 2025 • Trevin Chow

Did Docker Just Solve MCP’s Two Biggest Problems?

The speed of this ecosystem is the real story

Dec 6, 2025 • Trevin Chow

DeepSeek V3.2 Is a Reminder: Build Flexibility Into Your AI Strategy Now

Open-source models are catching up faster than you think

Dec 3, 2025 • Trevin Chow

November 2025

Your team ships faster with AI. So why are results flat?

When execution gets cheap, scarcity shifts to judgment.

Nov 22, 2025 • Trevin Chow

Did we break product documentation? Is AI forcing us to fix it?

The rise of Model Context Protocol (MCP) servers tells an interesting story about toolchain fragmentation.

Nov 22, 2025 • Trevin Chow

Making Sense of Claude’s Building Blocks: CLAUDE.md, Commands, Subagents, and Skills

If you’ve been following Anthropic’s updates lately, you’ve probably noticed that Claude has picked up a growing collection of ways to extend what it…

Nov 22, 2025 • Trevin Chow

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