The Blog
Insights on code quality, architecture analysis, and technical debt.
Allaiarchitecturecircular-dependenciescli-toolscode-qualitydependency-cyclesdeveloper-toolsgraph-analysismetricsproductivityruststatic-analysistechnical-debt
AI Makes You Code 4x Faster. It Also Creates 4x More Debt.
AI coding assistants boost velocity but leave behind duplicate blocks, missing abstractions, and untested code. Here's what the research shows — and how to catch it before it compounds.
aicode-qualitytechnical-debt
Mar 27, 2026
7 min read
Circular Dependencies: What They Are, Why They're Dangerous, and How to Fix Them
Circular dependencies silently rot your codebase. Learn what causes dependency cycles, why file-by-file linters can't detect them, and how graph algorithms like Tarjan's SCC find and fix them.
architecturecircular-dependenciesdependency-cyclescode-quality
Mar 23, 2026
10 min read
How to Actually Measure Technical Debt
Stop arguing about technical debt and start measuring it. Here's how to combine cyclomatic complexity, coupling, cohesion, and graph-based metrics into a score that tracks real structural decay.
technical-debtcode-qualitymetricsarchitecture
Mar 21, 2026
11 min read