Curiously Chase

Good Org Design Is Good Agent Orchestration

What building AI agents taught me about organizational design and what organizational design taught me about building good AI agents.

Jan 20 • Chase Adams

2

November 2025

On What Happens When You Ask Why, Finding the Fences & Inviting People In

My First Two Weeks as VP of AI Engineering

Nov 16, 2025 • Chase Adams

What's Next, LLM Token Experiments, & When AI Magic Actually Works

2025-WK44: New chapter at 🤗, building format comparison tools, and learning what's production-ready

Nov 2, 2025 • Chase Adams

October 2025

What If We Actually Measured Token Efficiency Instead of Guessing?

Watch now (5 mins) | I got tired of explaining “YAML isn’t better for LLMs,” so I built a benchmark. It turns out most of what we assume about token…

Oct 29, 2025 • Chase Adams

4:52

Career Update, AI Workflow Principles, and AI You Can Trust

From startup shutdown to next chapter, exploring what reliable AI looks like in the real world

Oct 26, 2025 • Chase Adams

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On Shutting Down, Five Years of Learnings, and What's Next

Six weeks of transition and preserving startup lessons and shifting into tomorrow

Oct 19, 2025 • Chase Adams

5

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Plumb's shutting down this week.

Some things just end.

Oct 9, 2025 • Chase Adams

June 2025

When AI Makes Us (Think We’re) Experts

The Dangers of AI and the Double Dunning-Kruger Effect.

Jun 29, 2025 • Chase Adams

The Space Between Humility and Hubris

Growing in my role as a startup co-founder

Jun 22, 2025 • Chase Adams

3

Four Flavors of AI—and When Each Tastes Like Failure

Chat. Agent. Workflow. Copilot. Each solves a different class of problem—here’s how to tell them apart.

Jun 15, 2025 • Chase Adams

When AI Automation Collides with Chaos

How To Go From Messy Beginnings to AI-Driven Flow

Jun 8, 2025 • Chase Adams

1

This 1 Trick Turned AI Code Fixes from Garbage to Gold

Build a repeatable prompt loop from your tools’ feedback and stop AI from guessing.

Jun 4, 2025 • Chase Adams

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