Darkly Energized Blog
Darkly EnergizedSoftware + markets + AI — tools for the individual. Darkly Energized LLC. Writing the long-form behind darkmux, ProactiveAgent, and the DE liquidity platform.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 41 | Founded | 3 years ago | Last Issue | 10 days ago |
| Active | |||||
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darklyenergized.substack.comLatest Issues
Darkmux Genesis III: Hybrid by Design
I used to think of AI as a tool to get work done. It does what you ask it to do, and asking philosophical questions was fun, but a waste of tokens if it was eating into usage limits.
Then I decided to make local AI work, and the technical...
Darkmux Genesis II: Charting the Wake
Where this picks up
Part 1 was the casual comparison: which local-AI model felt right for agentic work on Apple Silicon? Same task, same machine, see what each one did. The data was real and the conclusions held under what I tested.
Bu...
Darkmux Genesis I: Can a 35B Local Model Write Your Unit Tests?
The 2026 question — the one that nudged me into running this experiment — is whether local OSS models have finally caught up to the point where they can do real autonomous engineering work on consumer-grade hardware. Not “answer questions a...
Introducing DarklyEnergized.com
What Inspired This App?
In 2022 when I first created my account on Twitter (as it was called before X), I didn’t exactly know where Darkly Energized was headed. It was an experiment back when I thought I could quit my job in a big compa...
Banks Are Busy This Weekend
What is a bank run? Simply put, it’s when an extraordinary amount of withdrawals from a bank occur, and can result in the bank not having enough money to cover the requested withdrawal volume. Most people will conflate this with “panic” or...
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Software + markets + AI — tools for the individual. Darkly Energized LLC. Writing the long-form behind darkmux, ProactiveAgent, and the DE liquidity platform.
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