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AI systems from the workshop floor.
The AI Fixer is where I document the machines, agents and experiments I build between real jobs. Useful beats impressive, evidence beats theatre, and anything with power needs a switch.
Experiments
Agent colonies, local memory, kill switches, witness models and other work still being tested.
SeriesSeries
Guided topic hubs for agent safety, local-first control and prompt/spec discipline.
DownloadsKits
Public-safe checklists and templates you can copy without exposing the private bench.
NotesNotes
Field reports and longer thinking on agents, context, safety, local AI and business automation.
What belongs here
- working artifacts, not vague claims
- operator judgement, not lab theatre
- local-first control where the risk earns it
- agents that can be inspected, stopped and corrected
What does not
- private customer or family details
- internal IPs, credentials or hostnames
- fake certainty about unfinished experiments
- automation without a human-owned boundary
Recommended first path