Articles
Notes from building infrastructure-grade software where constraints are real.
Published
Failure Handling
Defaults and recovery
Design continuity with state machines, timeouts, replacements, and clear procedures.
Read moreGroupB Methodology
Building under constraints
Constraint-first design replaces opinion with survivability. Kill fragile features early.
Read moreTrust Architecture
Trust primitives, not hypee
Trust is verification, incentives, and enforcement. Everything else is narrative risk.
Read more