Publication
Signal
Where we publish what we learn from the work itself.
12 articles · 6 categories
April 2026
StrategyFrom intent to production
Why most AI initiatives stall between the pilot and the system that actually runs, and what the architectural decisions made before the first line of code have to do with it.
ArchitectureThe last mile is a structural problem
The gap between a working AI demo and a working AI system is not a technology gap. It is a design gap. Here is what that means in practice and how we approach closing it.
March 2026
EngineeringIntelligence as infrastructure
Treating AI as a feature to be added is the decision that forces a rebuild. A look at what it means to design a system where intelligence occupies the same foundational tier as the database.
MethodologyHuman factors in software delivery
What aviation crew resource management figured out about how complex systems fail under pressure, and why the same principles apply to every software engagement we run.
February 2026
ResearchDetecting semantic drift in production AI systems
A framework for identifying when production AI systems begin diverging from their intended behavior, before the divergence becomes visible in outcomes.
Field NotesThe recovery that worked because the system was designed for it
A deployment went wrong in the expected way. The system recovered in under four minutes. Here is what that required at the architectural level and why it cannot be retrofitted.
January 2026
ResearchAgent-optimized web meta protocol
A specification for web metadata that prioritizes machine-readable context over human-readable presentation, designed for the agent-first web.
Field NotesWhy the second system is always better
The pattern that keeps appearing across engagements: the rebuild is not a failure of the first system. It is what the first system was always building toward.
December 2025
ResearchSelf-organizing radial networks
An architectural pattern for systems that need to maintain coherence across distributed components without centralized orchestration.
StrategyThe architecture of trust in regulated systems
Compliance is not a feature you add at the end. It is a structural property of how the system is designed. A look at what trust-by-design means in healthcare and financial services.
November 2025
Field NotesWhen the estimate is the problem
Most estimation failures are not failures of estimation. They are failures of decomposition. The task was not understood well enough to estimate, and the estimate was given anyway.
ArchitectureOperational intelligence beyond the dashboard
The dashboard is where operational data goes to be ignored. A case for intelligence systems that surface decisions at the point of action, not the point of observation.