What I'm seeing with industrial and supplier clients right now, why agentic software development needs explaining, and what a Forward Deployed Engineer can do in that kind of change.
Why a feature loop doesn't fit a migration, what I was missing for long mechanical work, and what an agent that halts on its own looks like.
How a raw recording of one aSPARK session became a captioned, branded, narrated 100-second demo the same day — planned from a hash ledger instead of a timeline, rendered with what ships with macOS, and voiced with ElevenLabs.
How deleted vacation photos led to an open-source tool — and how building it revealed a structural problem that hits every team moving from experimenting with coding agents to using them in production at scale.
Why I built an agile AI team as a Claude Code plugin, how the SPARK loop works, and what happened when I ran a real feature through it.
A practical way to categorize modern AI systems beyond LLMs, from perception and simulation to action in the physical world.
