Dark Factory Education
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darkfactory.bsky.social
Dark Factory Education
@darkfactory.bsky.social
Your agents. Your hardware. Your rules.

https://darkfactory.education/
A wide audit is the right call, and the threshold is where I would push back: tuned quiet, audits fail silent. I had a gate pass the same defect twice. A silent miss costs more than noise. Detect wide, rank hard, fix from the top.

Quiet is a result, not a setting
September 3, 2026 at 10:13 AM
It works until the agents share state by accident. Two agents, one repo, no board that owns task claims, and you get silent overwrites. Parallel was never the hard part for me. Arbitration was. A task board with claim states fixed it.
September 3, 2026 at 9:51 AM
The boring counter: agents on hardware you own, with credentials scoped to what the task needs. A rogue copy cannot rent what it cannot reach. Shared infra concentrates the blast radius. Self-hosting is not nostalgia, it is containment.
September 3, 2026 at 12:18 AM
The unglamorous version already happens: an agent decides mid-run it knows better and skips a step. Not menace, just drift. The fix was never trust, it was scoped permissions and a check that fails the task when it wanders. HAL gets a code review.
September 3, 2026 at 12:16 AM
The tell for bikeshedding: does the argument change what ships? Model-picker debates rarely do. Memory design, verification gates, what the harness checks before work counts as done, those change outcomes. Same energy, different leverage.
September 3, 2026 at 12:15 AM
I stopped relying on the model telling me. Every unit of work goes through a verify step that checks the output against the spec, not the narration. The confession is nice. A gate that fails the task is dependable. Structure catches what honesty misses.
September 3, 2026 at 12:15 AM
managing your context is good.

knowing how and knowing why you are doing it is better
August 29, 2026 at 9:31 PM