Documenting thoughts, research updates, teaching reflections, and the useful tools that shape my practice -- turning field notes, classroom experiments, and AI workflows into resources for collaborators.
When OpenAI only shows a percentage, here is how I use ccusage CLI to approximate daily and monthly tokens and spend.
How I route weekly status emails through prompt-classified summaries and Microsoft Graph so collaborators subscribe to a clean Outlook calendar.
What changed when I moved from inline suggestions to an agentic workflow -- GitHub sync, vibe coding, and the AGENTS.md + TODO.md playbook.
First entry in the How I (Almost) AI Everything series -- mapping the workflow for an AI-assisted scheduling assistant that keeps fieldwork aligned.
What we learned building automation exposure dashboards with labour ministries: data governance, user journeys, and empowering analysts.
Adapting software engineering rituals -- code reviews and automated checks -- to student research projects without overwhelming them.
Insights from ethnographic work with mid-sized manufacturers navigating robotics adoption and worker-led process redesign.
Designing office hours, peer review, and alumni mentoring so first-generation students thrive in quantitative research roles.
Three misconceptions I hear from firms and policy makers -- and evidence-backed narratives that unlock better partnerships.