Dev Blog
Essays on HubSpot architecture, AI workflow design, and engineering delivery for teams that care about what happens after launch, when operators, edge cases, and changing requirements put the real system on display.
Aug 14, 2026 • 5 min read
Two new public recommendations describe the same kind of delivery I value: listen carefully, take ownership, translate ambiguity, improve the underlying system, and leave a team with something maintainable.
Jul 9, 2026 • 5 min read
Forward Deployed Engineers sit close to customers, but the role is more than technical consulting. They own the difficult path from an ambiguous business problem to a working production system.
