Prompt Architecture for Managed Agent Runtimes: What Changes When You Stop Owning the Orchestration Loop
Anthropic's Managed Agents, Google ADK, and Microsoft Agent Framework 1.0 all abstract away the runtime -- your prompts need to catch up
4 articles
Agentic Code Review: Prompts That Catch Bugs Static Analysis Misses
The code review prompt chain that finds logic errors, not just style violations
Feedback Loop Prompting: Teach Your Agent to Critique and Retry Its Own Output
The inner-loop pattern that turns a single LLM call into an iterative refinement engine
The Plan-and-Execute Pattern: Use a Frontier Model to Plan, a Cheap Model to Execute
Cut your agentic workflow costs by 90% without losing quality