#automationmethod — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #automationmethod, aggregated by home.social.
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Fine-Tuning on My Own Commit History: The Model Now Writes Bugs in My Style
Because when you fine-tune on your own history, you are not training a model to be better than you. -
This Is What a Personal Surveillance System Actually Looks Like
You stop thinking of it as surveillance. It becomes “the system.” Just part of how things run. -
This Is What a Personal Surveillance System Actually Looks Like
You stop thinking of it as surveillance. It becomes “the system.” Just part of how things run. -
This Is What a Personal Surveillance System Actually Looks Like
You stop thinking of it as surveillance. It becomes “the system.” Just part of how things run. -
This Is What a Personal Surveillance System Actually Looks Like
You stop thinking of it as surveillance. It becomes “the system.” Just part of how things run. -
This Is What a Personal Surveillance System Actually Looks Like
You stop thinking of it as surveillance. It becomes “the system.” Just part of how things run. -
How I Use Obsidian to Capture, Distill, and Weaponize Ideas
Ideas rarely stand alone. They’re fragments of larger structures. When you link a note to two or three others, something starts to form. Not a hierarchy. More like pressure building in certain areas of the graph. -
How I Use Obsidian to Capture, Distill, and Weaponize Ideas
Ideas rarely stand alone. They’re fragments of larger structures. When you link a note to two or three others, something starts to form. Not a hierarchy. More like pressure building in certain areas of the graph. -
OSINT Isn’t About Skill Anymore. It’s About Systems
There’s a moment, if you spend enough time in this space, where your attention changes. You stop looking at individual data points as things to extract. You start seeing them as inputs to a larger structure.https://cha1nc0der.wordpress.com/2026/03/21/osint-isnt-about-skill-anymore-its-about-systems/
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OSINT Isn’t About Skill Anymore. It’s About Systems
There’s a moment, if you spend enough time in this space, where your attention changes. You stop looking at individual data points as things to extract. You start seeing them as inputs to a larger structure.https://cha1nc0der.wordpress.com/2026/03/21/osint-isnt-about-skill-anymore-its-about-systems/
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OSINT Isn’t About Skill Anymore. It’s About Systems
There’s a moment, if you spend enough time in this space, where your attention changes. You stop looking at individual data points as things to extract. You start seeing them as inputs to a larger structure.https://cha1nc0der.wordpress.com/2026/03/21/osint-isnt-about-skill-anymore-its-about-systems/
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OSINT Isn’t About Skill Anymore. It’s About Systems
There’s a moment, if you spend enough time in this space, where your attention changes. You stop looking at individual data points as things to extract. You start seeing them as inputs to a larger structure.https://cha1nc0der.wordpress.com/2026/03/21/osint-isnt-about-skill-anymore-its-about-systems/
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OSINT Isn’t About Skill Anymore. It’s About Systems
There’s a moment, if you spend enough time in this space, where your attention changes. You stop looking at individual data points as things to extract. You start seeing them as inputs to a larger structure.https://cha1nc0der.wordpress.com/2026/03/21/osint-isnt-about-skill-anymore-its-about-systems/