Domain-Driven Platform Engineering - The Future of Internal Platforms

Explore the future of platform engineering through a comprehensive 46-minute discussion on Domain-Driven Platform Engineering (DDPE) and its critical role in the AI era. Join Luca and Ajay Chankramath, former Head of Platform Engineering at ThoughtWorks and founder/CEO of Platform Metrics, as they examine why most internal platforms fail not due to technical tooling, but because they lack domain context. Discover how platform teams can transcend generic infrastructure abstractions by translating developer intent into domain-specific capabilities across payments, claims processing, retail fulfillment, compliance, and data science. Learn the fundamental distinction between platform domains and business domains, understanding what you build with versus who you build for, while exploring practical implementation of domain-specific golden paths that ensure safe deployment practices. Examine the three pillars of DDPE: domain-aligned boundaries, ubiquitous language, and bounded context with anti-corruption layers. Understand how platforms must scale as user bases expand from application developers to ML/FinOps teams, citizen developers, and AI agents. Investigate why consumer-grade building tools like Lovable and Replit don't translate to production-grade enterprise systems, and explore the growing importance of guardrails and AI evaluations as critical enterprise skills. Follow a practical rollout strategy involving domain mapping, pilot implementation, pattern extraction, and expansion. Delve into the future of platforms that anticipate domain intent, the evolving role of SaaS integration as a battleground, and why product managers become increasingly central as building becomes democratized, with the real bottleneck shifting from creation to evaluation, guardrails, and trust in AI-enabled environments.