Writing

Notes from the build

Field notes on distributed systems, AI agents, and the craft of shipping software.

6 articles

aimssaasenergy-industry

Behind the Map: The Architecture Powering an Asset Integrity SaaS Platform

How an AIMS platform connects pipeline records, asset locations and engineering workflows while preserving traceability.

3 min readRead article
Cloud ArchitectureMicroservices

Designing for Failure: Resilience Patterns for Distributed Systems

The resilience patterns I reach for when a service absolutely cannot go down — and the trade-offs nobody mentions.

2 min readRead article
AI AgentsDevSecOps

Agentic Coding in Practice: What Actually Works

A grounded look at AI coding agents: where they help, where they hurt, and the guardrails that make them useful.

2 min readRead article
saaspipeline-integrityangular

From Pipeline Files to Engineering Insight: A Connected AIMS Workflow

How an Asset Integrity Management System connects inspection files, structured records and geographic context so engineers can review pipeline data with a clearer chain of evidence.

3 min readRead article
saaspipeline-integritydata-engineering

From Spreadsheets to Spatial Intelligence: Building an AIMS

How an Asset Integrity Management System turns inconsistent inspection workbooks into structured records and map-ready engineering context.

3 min readRead article
MicroservicesCloud Architecture

gRPC at the Boundary: Contracts That Survive Change

How to use gRPC and Protobuf so that service boundaries stay stable while the services behind them keep evolving.

2 min readRead article