IBM Technology released a video explainer on engineering, a shift beyond traditional coding toward AI-assisted software development. The video, hosted by Cedric Clyburn, covers five essential concepts: engineering for clear communication with models, context engineering for managing input windows efficiently, harness engineering for execution and verification, loop engineering for autonomous agent actions, and graph engineering for parallel agent coordination.
The material also introduces software factories—task-based agents that automate the full software development lifecycle. Throughout, the video emphasizes that domain expertise often matters more than model size, and that these concepts apply broadly to developers and AI builders, not just specialists.
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