Shows
ShipTalk - SRE, DevOps, Platform Engineering, Software DeliveryBeyond Dashboards: How AI Is Redefining Developer Productivity with Adeeb ValiullaIn this episode of ShipTalk, host Dewan Ahmed sits down with Adeeb Valiulla, a leader in developer productivity and engineering excellence at Harness, to explore how AI is transforming the very definition of software productivity.Adeeb shares his journey from building early engineering metrics systems at Sensormatic to leading developer efficiency initiatives for Fortune 500 companies. Together, they unpack how AI is changing what it means to be “productive” — from measuring outcomes instead of outputs, to ensuring governance, trust, and quality at AI scale.If you’ve ever wondered how framewor...
2025-10-1736 min
Metrics That MatterEngineering Intelligence in the Age of AI | From Dashboards to Actionable InsightsAI 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 how to translate engineering data into business outcomes, balance the three north stars of engineering (Efficiency, Productivity, Alignment), and operationalize improvements with real-world playbooks.🔑 Key Takeaways⇴ Why AI accelerates coding but...
2025-09-2644 minMetrics That MatterMeasuring CI/CD transformation with Engineering ExcellenceAccelerating 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 matterHow to diagnose delivery bottlenecks using dataReal-world case studies from cybersecurity, gaming, and financial servicesHow to align engineering success with business outcomesThe 4-stage CI/CD Maturity ModelWhether you're an engineering leader, platform team member, or DevOps practitioner, this session will give you t...
2025-06-2042 minMetrics That MatterThe State of Software Engineering Excellence 2025 by HarnessWhat 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're a CTO, VP, or team lead, this conversation will help you assess your current state, spot gaps, and move up the Engineering Excellence Maturity Mo...
2025-06-1818 minMetrics That MatterMeasuring Developer Experience in the Age of AIAs 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 CloudSanjeev Hasiza, Global Director of Software Development & Architecture at Sensormatic (Johnson Controls)Together, they unpack:Why traditional productivity metrics fall short in the age of AIHow to measure developer satisfaction, creativity, and flowThe subtle but critical impacts of GenAI on morale, collaboration, and value perceptionThe importance of...
2025-06-1131 minMetrics That MatterFrom Metrics to Impact: How Top Engineering Teams Drive Results with SEIWhat 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 framework to:Define meaningful engineering objectivesConfigure SEI for real insights (not noise)Use persona-based metrics to engage CTOs, directors, and product leadersSet outcome-driven engineering OKRsScale review rhythms across teams for continuous improvement📈 Plus, hear real-world examples...
2025-05-1717 minMetrics That MatterCreative Engineering Teams Don’t Guess — They Prove ImpactThe 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, protect creative flow, and tie every commit to business value.Why output ≠ impact, and how to measure what really mattersHow to lead with clarity using PR cycle time, scope...
2025-04-1713 minMetrics That MatterMastering Developer Productivity: Answers to the Questions Leaders Are AskingWhat 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 mattersHow to use DORA, Dev Insights, and Sprint Metrics to track performanceThe role of Generative AI in boosting productivityHow Harness SEI gives engineering teams data-driven, persona-based insightsWhy developer well-being and autonomy are non-negotiables📌 Whether you’re...
2025-04-1617 minMetrics That MatterThe Executive Playbook: Communicating Engineering Metrics for Maximum Business ImpactFor 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 Software Engineering Insights (SEI). Learn how to move beyond vanity metrics, tailor insights for executive stakeholders, and showcase engineering’s role in revenue growth, efficiency, and innovation.🔍 What You’ll Learn:Why traditional engineeri...
2025-04-0117 minMetrics That MatterPersona-Based Metrics in Harness SEI: Tailoring Insights for Every RoleNot 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 right level and frequency.In this episode, Adeeb Valiulla explores:Key metrics for each persona—from executives to developersHow to track DORA, Sprint Insights, Business Alignment, and Trellis effectivelyBest practices for leveraging SEI dashboards to drive strategic decisionsHow persona-driven in...
2025-03-2619 minMetrics That MatterBeyond Output: Applying the SPACE Framework for Developer ProductivityTraditional 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, Communication, and Efficiency—and explains how organizations can leverage these insights to drive engineering excellence, team well-being, and business success.🔍 What You’ll Learn:What the SPACE framework is and why it mattersHow to measure developer satisfaction, performance...
2025-03-2114 minMetrics That MatterHarness IDP and SEI: Uniting Developer Productivity and Engineering ExcellenceHow 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 quality, team productivity, and business alignment. Discover why integrating these tools can unlock higher productivity, improved collaboration, and smarter, data-driven engineering decisions.🚀 Key Topics Include:The distinct roles of IDP and SEIAutomating workflows vs. driving insightsWhy engineering teams benefit from usi...
2025-03-1818 minMetrics That MatterHarness SEI vs BI Tools: Why Engineering Insights Need More Than DashboardsCan 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 SEI goes beyond reporting to drive engineering impactHow BI tools fall short in measuring developer productivityThe role of DORA, Sprint Insights, and Business Alignment dashboardsHow to get actionable insights for engineering leadership📌 If you're an engin...
2025-03-1808 minMetrics That MatterBuilding an Engineering Metrics Program | Insights from Adeeb ValiullaHow 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 successCommon challenges and how to overcome themThe Role of Efficiency, Productivity, and AlignmentPractical steps to implement a metrics-driven approach📌 Whether you're an engineering leader, developer, or product manager, this episode will give you actionable insights to elevate your software engineering practice...
2025-03-1619 min