The article analyzes how a technical director’s role differs from a frontline manager’s, emphasizing result‑oriented evaluation, a five‑dimensional capability model, and core responsibilities such as strategic topic selection, team building, resource coordination, coaching, and mechanism matching.
This article analyzes the booming Chinese B2B AI market, outlines the four‑stage lifecycle of Frontline Deployment Engineers (FDE), and presents a detailed 12‑item capability framework—including demand archaeology, POC discipline, compliance safeguards, and asset‑level replication—backed by market data, salary benchmarks, and practical training guidelines.
The article outlines a three‑layer capability model for test developers—technical depth, structured expression, and system design—explaining how each layer builds on the previous one, how to assess your current level, and practical ways to train toward higher impact roles.
This article outlines a comprehensive product manager capability model, covering foundational qualities like user empathy, logical thinking, and long‑termism, professional skills such as demand management, product design, and project execution, and strategic thinking including business insight, industry vision, and ecosystem building, while offering practical frameworks and examples for each.
The article explains how business architecture serves as the primary framework from which all other enterprise architectures derive, detailing its three key models—business model, operating model, and capability model—along with their components, relationships, and the role they play in aligning strategy, processes, and resources.
The eight‑dimension low‑code capability measurement model evaluates platforms across business scenario breadth, user‑group reach, technical completeness, material inclusiveness, product richness, production‑chain coverage, collaboration efficiency, and intelligence, providing a traceable framework to assess maturity and guide future evolution.
The talk outlines JD.com Mall’s PMO evolution from 2012 to 2018, detailing its shift to a full‑lifecycle management approach, the development of a T‑shaped project‑manager capability model, performance assessment mechanisms, and strategies for open empowerment amid VUCA challenges.
This article introduces the Internet Application Operations Framework and Capability Model unveiled at the 2016 Global Operations Conference, explains its ITIL roots, outlines its structure and maturity levels, and invites experts to join the review and contribute to the first industry‑wide ops standard.
This article summarizes a DevOps capability model, defining engineering and architectural abilities, outlining OS and application system capability models, and offering practical advice on how Dev and Ops should evolve together to achieve reliable, reusable, and automated operations.
