IBM Technology: Prompt to Production: The Future of AI Code Workflows

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Writing code is becoming the easy part. Sam Anthony explains why planning, execution, validation, and verification matter more as AI coding systems become increasingly capable. Learn how prompt-to-production workflows are reshaping modern software engineering.



00:00 - Why Prompt‑to‑Production Feels So Easy

00:25 - Planning: The New Core Skill in AI‑Driven Engineering

01:08 - Choosing the Right AI‑Driven Approach

01:31 - Why Implementation Is No Longer the Hard Part

02:18 - Designing the Solution Before AI Executes

02:48 - The Hidden Complexity Behind Code Changes

03:11 - Agentic Coding Systems and Self‑Correcting Workflows

04:33 - The New Bottleneck: Human Verification at AI Scale

05:07 - Evidence‑Driven Development and Trust

06:16 - How AI Is Reshaping Developer Skills

06:47 - The Future: Continuous Prompt‑to‑Production Workflows



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