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 | 43 | Founded | 3 years ago | Last Issue | 4 days ago |
| Active | |||||
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darklyenergized.substack.comLatest Issues
Curing the doom loop
A quick recap, and what’s changed
If you have followed this series, you know darkmux as the tool I have been building to run local AI as real infrastructure rather than a toy. The short version, for anyone arriving fresh: darkmux is a l...
Darkmux 1.0: Own your AI workforce
A Note from Kain:
This is the only non-AI generated version of my voice in the article. This section is written by me at the keyboard directly into the draft. The reason is that I want to address something personally that this article...
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...
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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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