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A recap of DeveloperWeek 2026 covering three major themes in enterprise AI adoption. First, AI tool usability suffers because tools prioritize speed over human agency—giving users the ability to make targeted edits rather than full regenerations would improve adoption. Second, context is the critical missing ingredient: AI tools trained on public data lack company-specific knowledge, and solutions like MCP servers, RAG, and A2A protocols can help bridge that gap. Third, interoperability between agents is essential for true workflow automation, requiring normalized access, governance, and cross-system journey mapping. The event also touched on how junior developers must now differentiate themselves from AI through soft skills, mentorship, and community presence.

DeveloperWeek 2026: Making AI tools that are actually good

AI that’s actually usable means giving humans agency

It’ll take more than just code to prove your skills