Ammeter Labs Journal

Field notes from building software in Ghana.

Long-form retrospectives, engineering decisions, and case studies from real production work. No listicles. No thought leadership. Just what we shipped, what broke, and what we changed.

Latest· Case Study

Building an Intelligent Document Processing System

Eight weeks from empty repo to production. The model research, architectural decisions, and engineering disciplines behind it.

Ammeter Labs·April 18, 2026·11 min read

Case study · Logistics platform

A retrospective on rebuilding a legacy intake system into a modern platform for a client in cross-border logistics — and the process that let us do it fast without doing it fragile.

Document AIArchitectureInfrastructureSecurityMobile

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