AI Workflows
The Best LLM Workflow for Planning vs. Execution
The Best LLM Workflow for Planning vs. Execution (Your 2026 Guide) Most developers use one LLM for everything: open a chat window, describe what they want, and hope the output is close enough. That works for simple tasks. For anything non-trivial, it’s the fastest path to mediocre results and wasted tokens. The best LLM workflow separates planning from execution entirely, and the difference in output quality is not subtle. This guide breaks down the two-phase approach that senior AI engineers actually use, which models fit each phase, and how to structure the context handoff between them so nothing gets lost in translation. ...