Engineering Insights

Why modular monoliths offer a powerful evolutionary path—structure, boundaries, and refactorability before splitting into services.

Lightweight domain modeling techniques we use to accelerate alignment without big upfront design ceremonies.

Patterns for safe rollout: dark launches, canaries, kill switches, metrics feedback loops, and ownership.

Linking traces & events to user value streams to drive prioritization and resilience work.

Real-world patterns to cut TTFB, reduce hydration cost, and keep interaction latency low.

Integrating provenance, dependency hygiene, signing, and policy-as-code into the everyday developer workflow.

Treating data flows as products: contracts, governance, observability & iteration loops.

Delivering reliable AI augmentations with deterministic fallbacks & continuous evaluation.