Table of contents
AI prediction 1: The frontend no longer differentiates
AI prediction 2: Engineering capacity shifts to the intelligence layer
AI prediction 3: Conversations become visual and interactive
AI prediction 4: Agent reasoning replaces rigid workflows
AI prediction 5: Agent building becomes conversational
AI prediction 6: Testing becomes the confidence layer
AI prediction 7: Knowledge work shifts from doing to managing
AI prediction 8: 2026 is the year of AI agent managers
AI prediction 9: Domain experts become builders
AI prediction 10: Memory becomes a competitive moat
AI prediction 11: ROI measurement shifts from vibes to data
What this all means for product leaders