Here I explore how AI is reshaping software development, share insights from
building systems at scale, and dive into the evolving landscape of engineering
leadership.
Whether you’re navigating the shift from IC to management, adapting to
AI-powered development workflows, or just curious about the future of tech,
you’ll find practical insights and honest perspectives here.
The DORA 2026 report shows incidents rising sharply alongside AI-driven throughput gains. The dip is not turbulence to endure. It is a diagnostic about which systems in your organization need redesign.
Operating at exponential pace is not about working harder. It is about restructuring how work flows: parallel streams, shallow planning, closed loops, and agents doing the building.
AI agents are replacing collections of consumer apps with software built for your specific life—and the economics finally make this possible for everyone.
