Persio's Technical Journal & System Lab
I work on software, AI-assisted workflows, and project risk management. This is a journal of what I’m working on and learning along the way.
Short notes, occasional longer pieces. Published when there is something to say.
My agent workflow uses structured handoffs, scoped locks, and shared decision and incident logs.
The handoff records what changed, what was checked, and what remains open. The lock gives shared work a clear owner. The logs let another session recover a decision without reconstructing an entire conversation.
These are small operational tools, but they are part of the work, alongside the code.
My independent work also includes project risk management and control: tracking cost, schedule, and scope, and keeping risk registers and decision logs.
AI helps with analysis and reporting. I still own the questions being asked and the judgment about the result. A useful report needs to make the next decision clearer, whether the project is a piece of software or a wider delivery effort.
I direct AI agents to implement software. My work is defining the problem, setting priorities, challenging the proposed approach, and deciding whether the result meets the requirements.
A plausible explanation is not enough to accept a change. I ask for evidence: a working build, a test of the relevant behavior, or an observation I can check. The code can be delegated; the delivery judgment stays with me.