Everything on Engineering Economics

Code functions as a maintenance liability rather than a business asset, making knowledge retention and domain expertise more valuable than code preservation.

Impact: Shifts capital allocation toward continuous learning and cross-training, reducing technical debt and improving ROI on development cycles.

— from Rethinking Software Architecture: Team Knowledge Over Dependencies · Software Architektur im Stream· Jul 24, 2026

AI coding assistants have drastically reduced the marginal cost of software development, enabling teams to freely discard suboptimal code and rebuild from scratch without financial penalty. This economic shift transforms technical debt from a permanent liability into a manageable, disposable asset.

Impact: Organizations can pursue higher-risk innovation strategies while maintaining strict budget controls, fundamentally altering product portfolio management and capital allocation.

— from AI-Native Product Development: Speed, Simplicity, and Cross-Functional Execution · How I AI· Jun 29, 2026