A workshop-facing piece on why scattered AI use only becomes team capability when prompts, tickets, product decisions, and review habits share one record.
A short sprint-level explanation of why AI context architecture reduces repeated rebriefing and makes product work more coherent over time.
An accessible explanation of SR-SI as a context architecture for maintaining AI coherence across long-running product builds, teams, and sprint cycles.
A founder note on building a consulting practice through proactive outreach, value-first conversations, freedom, focus, and the discipline of not spreading the work too thin.
A GCC startup operations essay on why funded teams often slow down after hiring, and how coordination debt shows up inside product delivery.
A short systems take on the hidden ownership gap between product decisions and buildable tickets.