Prompting an AI coding agent by hand is the 2024 workflow. The 2026 version is engineering the loop around it — scaffolding, memory, budgets, and audit — so the agent runs as a system, not a chat ses…
Prompt -> Loop -> Graph -> ?
probabilistic systems to with deterministic outcomes.
