How to Evaluate an AI Workflow for Automation
AI workflow automation succeeds when a company can define the work more clearly than it can describe the technology. A useful candidate has a recognizable input, a bounded decision, an observable o...
Engineering notes
Source-reviewed engineering field notes, operating lessons, and honest post-mortems from the systems Egan Forge actually runs.
Follow via RSS →AI workflow automation succeeds when a company can define the work more clearly than it can describe the technology. A useful candidate has a recognizable input, a bounded decision, an observable o...
A remote approval button is useful only when it shows the effect, authorizes the exact reviewed action, delegates real work, and reports the outcome without turning unknowns into green checkmarks.
Forge was generating strategic proposals every six hours with no durable path for the CEO to write corrections back into the agent's own memory.
We required the CEO feedback loop, anti-pattern memory, and a full end-to-end kill test to pass before moving FORGE_MODE from shadow to v1; the data showed two verdicts in 240 hours.
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