Practical frameworks and insights for managing engineering teams and developing technical leaders.
10 articles, frameworks, and resources
A comprehensive framework for running performance reviews that engineers actually find valuable. Includes evaluation rubrics, calibration processes, promotion criteria, and templates for every conversation.
A comprehensive career ladder framework for engineering teams. Includes level definitions, promotion criteria, IC vs management tracks, compensation bands, and tools to help engineers chart their growth path.
Engineering organizations are pairing architectural portability (local-first, event-driven, clean boundaries in serverless) with expanded leadership roles focused on system-level outcomes, driven by...
AI adoption is outpacing organizational control systems: productivity is rising quickly, but management processes, architecture governance, and security practices are struggling to keep up—forcing...
AI delivery is shifting from isolated copilots to always-on, real-time, governed “agentic + RAG” systems—forcing CTOs to treat data streaming, vector search, schema governance, and automated security...
Teams are moving from LLM prototypes to production agent systems—while simultaneously facing rising expectations for measurable quality (evals), governance, and accountability.
AI is making code cheaper and faster to produce, but organizations are hitting a new constraint: their capacity to absorb, validate, secure, and ship the resulting change.
Veloxa just closed a $15M Series A. The lead investor's condition: triple the engineering team from 8 to 24 in six months. Navigate the hiring pace, org structure, and management layer decisions that will define your culture.
Leadership interview question testing a candidate's ability to restructure engineering teams, manage change, and align organisation design with technical strategy.
I've hired people with a wall of badges who couldn't ship. I've also hired people with zero certs who quietly carried entire systems through Black Friday.
Have experience to share? We welcome contributions from technical leaders.
Learn how to contribute