Engineering Dispatch
Perspectives
on engineering.
Technical strategy, AI implementation, and architecture decisions — written by engineers for engineers and CTOs. No filler. No thought leadership for its own sake.
No spam. Occasional, high-signal engineering content.
MVP to Production: The Architecture Decisions That Actually Matter
Most MVPs are built with the right intentions but wrong assumptions. We walk through the seven architectural decisions that consistently separate products that scale from products that are rewritten at Series A.
When to Hire an Offshore Engineering Team (and When Not To)
Offshore engineering has a reputation problem — mostly earned by companies that hired wrong. We share the decision framework we use with clients: the signals that tell you if dedicated remote teams will accelerate you, and the red flags that suggest you're not ready.
AI Governance for Enterprise: Beyond the Buzzword
CISOs are being asked to sign off on LLM deployments with no clear framework. We explain what AI governance actually means technically — PII redaction, output guardrails, audit logging — and how to build it without slowing your product teams down.
Cloud Modernization: What Engineers Never Tell You Up Front
Cloud migrations are consistently underscoped. We cover the hidden costs, the technical debt surprises, and the organizational patterns that determine whether a modernization project succeeds — drawn from our own client engagements.
RAG vs Fine-Tuning: Picking the Right Approach for Your Product
The choice between RAG and fine-tuning determines your AI product's maintenance cost, performance ceiling, and data privacy posture. We share a practical decision matrix based on 20+ AI integration projects.
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