Local-first implementation
I build the memory, tools, controls, and verification around a repeated task so the result is useful, observable, and safe.
A focused implementation on your Mac or approved local hardware.
The goal is not an impressive demo. It is one repeated business result with clear evidence and a human fallback.
Pick a frequent, valuable task with a clear input, output, and owner.
Prepare the local runtime, model access, tools, and durable workspace.
Define approvals, narrow permissions, stop rules, and rollback.
Run normal, failure, and contradiction cases before wider access.
Receive the files, test record, operating guide, and next improvement.
Do not buy implementation if the problem is still vague. Audit first when you need diagnosis. Use the sprint when the workflow is clear enough to build.
Six questions, one score, the likely leak, and the next correction.
Run it nowA focused review of one existing agent loop, followed by a written correction sequence and 30-day measurement plan.
A$99 founding priceMonthly audits, new workflows, and measured improvements after a successful Audit or Setup Sprint.
From A$1,000/month
If the task is not specific enough or the economics do not make sense, I will say so before scope is agreed.
“Every week, we spend [time] doing [task], and the result should be [verifiable outcome].” Send that sentence with your current tools and the biggest failure risk.