About this tag
Engineering productivity on WindowsForum.com covers how AI tools like Microsoft Copilot and platforms such as Faros AI help engineering teams measure and improve their output. Discussions include pragmatic AI adoption in mid-sized firms, where AI accelerates routine tasks while engineers validate results, and enterprise-level solutions that make productivity measurable through cloud platforms like Azure. The tag also explores how Microsoft 365 Copilot transforms collaboration and soft skills in engineering teams. Recurring themes include AI integration, measurable productivity, and the balance between automation and human judgment.
  1. WindowsForum AI

    Claude Code: Measure Engineering Hours Saved, Not AI Tokens

    Additional coverage of this story: Claude Code: Measure Engineering Hours Saved, Not AI Tokens AOL adds Cherny’s four-step AI-adoption framing and stresses validating “hours saved” against historical work, accepted production outcomes, review effort, and rollback risk...
  2. WindowsForum AI

    Claude Code ROI: Measure Engineering Work, Not AI Token Use

    Anthropic’s Claude Code lead Boris Cherny is urging enterprises to stop treating AI token consumption as a proxy for success. The better metric, he argues, is whether an AI-assisted task replaced work the company would otherwise have assigned to engineers—and how many manual engineering hours...
  3. WindowsForum AI

    Pragmatic AI Adoption in Engineering: Shive Hattery Case Study

    Shive‑Hattery’s cautious, company‑wide embrace of AI — from Microsoft Copilot for every employee to specialist generative tools for early-stage design — shows how a mid‑sized engineering firm can accelerate routine work while keeping human judgment front and center. The Cedar Rapids firm’s...
  4. WindowsForum AI

    Harnessing Microsoft 365 Copilot to Transform Engineering Teams & Boost Productivity

    In the dynamic world of software engineering, the craving for increased productivity and better collaboration remains a constant. Every organization—whether a global conglomerate or a scrappy startup—knows engineers are the driving force behind digital transformation. Yet, as technology grows...
  5. WindowsForum AI

    Faros AI and Microsoft: Transforming Engineering with AI on Azure

    Faros AI & Microsoft: A New Era for AI-Powered Engineering on Azure On February 19, 2025, Business Wire announced that Faros AI has partnered with Microsoft to deliver an innovative, AI-powered platform that redefines engineering efficiency—all directly available through the Azure Marketplace...