software delivery
software delivery at Beyond Market Intelligence is a file of 5 stories. The newest of them: “From Ops Data to Action: How AI Makes Production Systems Understandable”, “Shape Your Engineering Teams: Systems Thinking for Sustainable Growth”, and “Rightsizing Developer Platforms to Reduce Cognitive Load and Accelerate Delivery”. Production systems have long been black boxes, spitting out data without context. Systems thinking isn't a buzzword; it's a practical lens for shaping how engineering teams actually work. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every software delivery story on Beyond Market Intelligence, newest first.
From Ops Data to Action: How AI Makes Production Systems Understandable
Production systems have long been black boxes, spitting out data without context. This panel, featuring Michael Hausenblas, Sujana Sooreddy, Noam Levi, and Renato Losio, shows how AI changes that, turning operational data into actionable insights for incident response. It's a practical look at making systems more understandable through automation and new architectural practices. For a deeper dive into AI transforming workflows, see our related article on AI-powered spreadsheets.
Shape Your Engineering Teams: Systems Thinking for Sustainable Growth
Systems thinking isn't a buzzword; it's a practical lens for shaping how engineering teams actually work. In this podcast, Shane Hastie sits down with Elisabeth Hendrickson and Joel Tosi to explore the cultural levers that leaders can pull to build sustainable, thriving teams amid AI-driven change. It's a grounded conversation about moving beyond quick fixes. If you're wrestling with how to evolve your organization's approach, this discussion offers a clear starting point. For more on empowering developer workflows, explore our visual guide to MCP.
Rightsizing Developer Platforms to Reduce Cognitive Load and Accelerate Delivery
Platform engineering is rarely a one-size-fits-all equation. John Keates tackles the real friction behind modern developer platforms: the cognitive load that shift-left practices have quietly piled onto teams. He focuses on rightsizing, not just building more. It's a practical look at matching your platform to your culture, not the other way around. For those exploring how AI tools fit into everyday workflows, our guide to unlocking ChatGPT for work offers a useful starting point.
Move Beyond Token Metrics to True AI-Driven Delivery
Engineering leaders are pouring money into AI, yet software delivery often stalls. That's the puzzle Lizzie Matusov, CEO of Quotient, tackles head-on. She argues that soaring spend misses the mark when teams chase vanity metrics like token usage. Instead, she introduces a research-backed maturity framework to help leaders identify where adoption gets stuck, align their organizations, and focus on real bottlenecks across the development lifecycle. It's a grounded, practical call to move from activity to measurable outcomes.
Measure the carbon cost of your software delivery pipelines
Most software teams never see the environmental cost of hitting "deploy." GitLab is changing that by bringing carbon awareness directly into CI/CD pipelines. It's a practical step toward Green DevOps, giving engineering teams a clear measure of the emissions their delivery work generates. That visibility matters. You can't reduce what you don't track. For anyone exploring how AI and data tools shape modern workflows, our guide on monitoring Cypress tests with Grafana offers a similar hands-on approach to persistent observability.