Mesh Digital LLC - The Digital Deep Dive into More Code, More Chaos: The Hidden Cost of AI in Software Engineering

The 2025 DORA Report has landed, and its message is clear: artificial intelligence (AI) is no longer a curiosity in software engineering, it is embedded. Across industries, AI has delivered gains in productivity, throughput, and quality. Engineers are generating code faster than ever, pipelines are flowing with new features, and metrics are flashing green.Yet beneath this productivity glow lies an inconvenient truth: AI is not a silver bullet. The same report surfaces troubling patterns; increased delivery instability, mounting technical debt, and fragmented toolchains that threaten to erode long-term value. In other words: speed is up, but sustainability is down.Mesh Digital LLC's Insights Full Articles:⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠More Code, More Chaos: The Hidden Cost of AI in Software Engineering