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On What Happens When You Ask Why, Finding the Fences & Inviting People In
My First Two Weeks as VP of AI Engineering
Nov 16
•
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
•
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
•
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
•
Chase Adams
3
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
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Chase Adams
5
2
Plumb's shutting down this week.
Some things just end.
Oct 9
•
Chase Adams
June 2025
When AI Makes Us (Think We’re) Experts
The Dangers of AI and the Double Dunning-Kruger Effect.
Jun 29
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Chase Adams
The Space Between Humility and Hubris
Growing in my role as a startup co-founder
Jun 22
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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
•
Chase Adams
When AI Automation Collides with Chaos
How To Go From Messy Beginnings to AI-Driven Flow
Jun 8
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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
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Chase Adams
1
The Pink Elephant In The Room
AI models mirror our minds by focusing on what we tell them not to do, making positive prompting essential for better results.
Jun 1
•
Chase Adams
2
3
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