The more responsibility you take on, the less your job is about your own output. For engineers who step into management, this can feel unnatural. You're used to solving problems directly, writing code, and moving fast. You may even know the exact way to solve something, and it can feel frustrating to slow down long enough to explain it to someone else. But that's the shift.
As engineering managers, one of the most powerful tools we have for guiding teams is the OKR framework. OKRs help translate big ambitions into clear, measurable work. They connect high-level objectives with concrete key results so teams know both what they are aiming for and how progress will be measured. They provide clarity, alignment, and a sense of purpose.
Every engineering manager starts with the same instinct: to solve problems. It is what made you good as an engineer, and what first earned you trust as a leader. But as your scope grows, the definition of what it means to solve problems must change. Your role is no longer to fix issues directly, but to ensure the team can fix them without you.
As Christmas arrives, we wish you days filled with calm moments, cheerful gatherings, and the comfort of those you hold dear. May this period bring a gentle pause to reflect, appreciate, and enjoy everything that makes this time of year special.
With the New Year approaching, we welcome the chance to grow, create, and move forward with renewed energy. May the coming months bring good health, meaningful progress, and moments that inspire you and those around you.
As large language models become part of development tools, internal platforms, and operational systems, expectations change. Models are no longer limited to answering questions. They are asked to read files, inspect data, and interact with services. Handling this context through informal prompt injection or custom integrations quickly leads to brittle setups. Model Context Protocol, commonly known as MCP, provides a structured way to expose context and actions to models while keeping control firmly on the application side.
