Metrics That Matter

AI is transforming how we build and deliver software — but more code doesn’t always mean more value. In fact, AI is exposing cracks in delivery pipelines, slowing throughput, and creating new risks. In this webinar, Adeeb Valiulla (Director of Technical Program Management, Harness) explains how to move beyond vanity metrics and dashboards to implement true Engineering Intelligence. You’ll learn ho...

Accelerating CI/CD is not the goal—delivering outcomes is. 🚀 In this talk, Adeeb Valiulla , Director of Engineering Excellence at Harness, breaks down how organizations can measure and optimize their CI/CD transformations using Engineering Intelligence. You'll learn: The key metrics beyond DORA that truly matter How to diagnose delivery bottlenecks using data Real-world case studies from cybe...

What does it really take to build elite engineering teams in 2025? In this episode, we break down insights from the newly released State of Software Engineering Excellence 2025 report by Harness . From the evolving role of AI to why DORA metrics alone are no longer enough, we explore the six pillars that define excellence—and how modern teams are shifting from output to outcomes. Whether you'r...

As AI becomes deeply embedded in modern software development, how we define, and measure developer experience is rapidly evolving. In this special episode recorded live at the Developer Experience Summit, Harness Director Adeeb Valiulla moderates a candid and insightful conversation with: Nathen Harvey , DORA Lead at Google Cloud Sanjeev Hasiza , Global Director of Software Development & Archi...

What separates good engineering teams from elite ones? Clarity, focus, and the ability to prove impact. In this episode, Adeeb Valiulla reveals how top-performing companies—from cybersecurity to gaming—are using Harness Software Engineering Insights (SEI) to transform scattered data into actionable intelligence that boosts efficiency, productivity, and alignment. You’ll learn a step-by-step framew...

The old playbook of gut instinct and velocity charts is dead. Today’s engineering leaders must move beyond opinions and dashboards—they need clarity, alignment, and proof of impact . In this powerful episode, Adeeb Valiulla lays out a new leadership blueprint for modern software teams: one driven by insight, not guesswork. Discover how Harness SEI helps engineering teams turn data into direction,...

What does developer productivity really mean—and how do you measure it without falling into the trap of vanity metrics? In this episode, Adeeb Valiulla tackles the most critical and frequently asked questions around developer productivity, drawing from real-world examples across tech, gaming, and cybersecurity. You'll learn: What developer productivity actually is—and why it matters How to use...

For too long, engineering has been seen as a black box —delivering software without clear visibility into its impact on business outcomes. But in today's data-driven world , engineering leaders must influence, align, and communicate effectively to drive strategic decisions . In this episode, Adeeb Valiulla explores how to translate engineering metrics into business impact using Harness Softwar...

Not all engineering metrics are created equal. CTOs, Directors, Engineering Managers, Scrum Masters, and Product Managers each need different insights to optimize software delivery and team performance. Harness Software Engineering Insights (SEI) provides persona-based metrics tailored to each role, ensuring that engineering leaders can track efficiency, productivity, and business alignment at the...

Traditional developer productivity metrics often fall short of capturing the full picture. Enter the SPACE framework —a modern, multidimensional approach developed by GitHub, the University of Victoria, and Microsoft to redefine how we measure and enhance developer productivity. In this episode, Adeeb Valiulla breaks down the five key dimensions of SPACE — Satisfaction, Performance, Activity, Comm...

How do you streamline developer workflows while effectively measuring engineering productivity and quality? In this insightful episode, Adeeb Valiulla explores the power of combining the Harness Internal Developer Portal (IDP) and Harness Software Engineering Insights (SEI) . Learn how IDP simplifies daily developer tasks and onboarding processes, and how SEI offers deep analytics into code qualit...

Can Business Intelligence (BI) tools truly replace Software Engineering Insights (SEI) when it comes to measuring developer productivity, DORA metrics, and business alignment ? In this episode, Adeeb Valiulla breaks down the key differences between Harness SEI and traditional BI tools , uncovering why engineering teams need specialized insights beyond standard dashboards. 🔍 What You’ll Learn: Why...

How do you build an effective Engineering Metrics Program that drives developer productivity , business alignment , and engineering excellence ? In this insightful discussion, Adeeb Valiulla shares practical strategies, real-world experiences, and key takeaways on implementing data-driven engineering metrics that matter. 🔍 What You’ll Learn: Why Engineering Metrics are crucial for success Common...