AI has changed the speed at which software can be built. A developer can describe an API endpoint...
AI accelerates development but unmaintainable code at scale—agents generate systems fast, yet poor architecture fails under growth. Treat AI as implementation engine within boundaries you define; enforce rules via AGENTS.md and verification to prevent system degradation.
AI has changed the speed at which software can be built.
A developer can describe an API endpoint and receive an implementation in seconds. An AI coding agent can inspect a repository, modify multiple files, generate tests, run commands, debug failures, and prepare a pull request.
This is a significant improvement in development productivity.
It also creates a new problem.
Generating software faster does not mean generating scalable software.
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How we can increase software development velocity with AI-assisted coding without the hangover of runaway technical debt.
