Building a pi-agent for Long-Horizon Tasks: Patterns That Actually Work
Pi-agents for long-horizon tasks need more than a clever prompt. This post covers the architecture, memory patterns, and failure modes that decide whether the agent finishes the job or burns budget on a loop.