April 8, 2026
AGENTIC CODING IS NOT A TOOL UPGRADE, IT CHANGES THE DEVELOPMENT WORKFLOW
Audio version
Agentic coding is changing more than how quickly developers write code.
It is changing how software is planned, delegated, reviewed, tested, and maintained.
In Episode 4 of System Prompt, we examine the shift from using AI as a coding assistant to using coding agents as active participants in the development workflow.
Traditional coding tools help developers complete individual tasks. Agentic systems can inspect a codebase, create a plan, modify multiple files, run tests, identify failures, and continue working toward a defined outcome.
That makes agentic coding less like autocomplete and more like a workflow replacement.
The conversation explores why planning becomes more important as agents gain greater autonomy, how the role of the developer is changing, and which skills remain valuable when writing every line of code is no longer the primary bottleneck