
The Future of Adobe ColdFusion: AI, Modernization, and Beyond
Adobe’s ColdFusion roadmap describes AI services, MCP integration, and platform updates. Here is how to evaluate that direction against an existing application.
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Adobe’s ColdFusion roadmap describes AI services, MCP integration, and platform updates. Here is how to evaluate that direction against an existing application.

The Device Posture API can adapt web layouts when a foldable is partially folded. Learn what it reports, what it cannot detect, and how to use CSS, JavaScript, and viewport segments safely.

Before an AI agent touches a business workflow, decide who owns its work, what it may do, and how exceptions are reviewed.

A secure agent needs controls around the data it reads and the actions it takes, not just a stronger prompt.

Expose one controlled business action from a legacy application before giving an AI agent access to the whole system.

AI can find company documents, but connecting people, projects, and systems is a different challenge. A practical guide to ontologies, knowledge graphs, GraphRAG, and when a governed knowledge layer is worth building.

A hands-on worksheet for deciding whether an AI-built app is ready for real users, with evidence to collect, launch blockers to investigate, and a clear next step.

Choose SFCC APIs by operation and realm access, account for shared hooks, and validate coexistence before replacing a working OCAPI integration.

Go beyond a checkout smoke test with controlled basket data, promotion and shipping assertions, test payments, and a focused release gate.

A practical SFCC migration plan for preserving commerce behavior, testing hard integrations, and preparing a controlled storefront cutover.