Stop Tuning Prompts. Start Writing Hooks: The Six Lifecycle Events That Actually Shape an AI Agent
Most 'agent frameworks' are orchestration layers around a system prompt, which is why they're flaky. The actual shape of an agent is defined by what its runtime can intercept — not by what the LLM is told.