AI Agents Increase Developer Preparatory Workload

Speakers from IBM, Meta, and Netflix at the All Things AI conference in Durham on April 4, 2026 argued that agentic AI increases developer preparatory work rather than eliminating it. They described issues including context rot, the need for orchestration and decomposition, and highlighted IBM's new mellea.ai library and 'switch brains' research. The talks imply practitioners must invest in context engineering, modular functions, and guardrails.
Scoring Rationale
Timely coverage of credible conference talks from IBM, Meta, and Netflix provides high relevance, scope, and actionable guidance; the mention of IBM's mellea.ai adds authority. Score limited slightly by modest novelty and lack of deep technical detail.
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Sources
- Read OriginalNetflix, Meta, IBM speakers discuss AI and their workdaystheregister.com



