Journal
Writing
Notes and articles, collected here as I publish them.
MARSHAIL 1.2.0: agents that close the feedback loop, and a new workbench mode
Two changes in MARSHAIL 1.2.0 that came from everyday friction: agents now run and fix their own work before reporting back, and workbench mode covers iterative work that doesn't fit a plan.
Why I Built MARSHAIL: A Practical Framework for Human-Approved AI-Assisted Software Delivery
Releasing the first version of MARSHAIL - a canonical, human-approved workflow for AI-assisted software delivery, with a durable knowledge layer and configurable autonomy modes.
Author your AI-assistant config once, sync it to every tool (Cyncia)
A small utility that lets you define rules, skills, custom agents, and MCP config once - then sync them into the formats and locations each AI coding tool expects.
My current take on AI-assisted development - worth exploring sooner than later
It's not the code generation that surprised me - it's the workflow. Why I think it's worth jumping on this train now, even if only to find its limits.