AI Leadership
Why Your AI Coding Agent Gets Expensive Before It Gets Useful
AI coding agents incur cost while searching, reasoning, editing, and retrying. Their value appears only when the resulting change is validated and accepted.
Engineering leader building resilient systems and better developer workflows
Personal intro
Hi, I'm Avi.
I lead engineering teams and work across architecture, resilience, and practical AI-enabled software delivery.
I am passionate about building better systems, improving developer workflows, and helping technical organizations move faster without losing judgment, quality, or trust.
Engineering leadership
Leading teams through ambiguity, improving engineering habits, and aligning technical execution with business outcomes.
Architecture and resilience
Designing systems, guardrails, and operational practices that improve reliability, maintainability, and confidence at scale.
AI for developer effectiveness
Exploring practical ways AI can improve software delivery, testing, decision quality, and developer workflows.
About
A Passion for Software Engineering
I’ve spent my career working across enterprise software delivery, engineering leadership, architecture, quality, and resilience. I’m especially interested in how teams can adopt AI thoughtfully without losing technical judgment, trust, or discipline.
The goal of this site is simple: help people understand what I do, read how I think, and reach out for thoughtful conversations.
Selected writing
"Words without thoughts never to heaven go.” — William Shakespeare
AI Leadership
AI Can Broaden Contribution—But Who Maintains the Code?
Coding agents may expand who can contribute without expanding who can understand, review, and maintain the resulting code.
AI Leadership
The BlackBerry Trap of Enterprise AI
Why the winners in AI will redesign workflows, not just add agents to old ones.
Experience snapshot
Senior engineering leader with hands-on experience across architecture, enterprise delivery, software quality, resilience, and modern engineering practices.
Engineering leadershipEnterprise architectureResilience engineeringAI in software deliveryCoaching & mentoring