Tag
Anthropic released an 11-page paper titled 'Loop Design: The Anthropic Playbook for Agentic Systems', arguing that independent verifiers are more critical than prompts in agent design.
This article introduces Looper, a tool that helps design effective loops for AI goals by critiquing loops, building verification rubrics, setting guardrails and token budgets, and exporting portable artifacts for use with Claude Code.
This article discusses pitfalls in building a two-agent negotiation system, specifically 'yes loops' where agents agree too quickly without respecting constraints, and 'no termination' when thresholds don't overlap. The author shares fixes and asks for community input on evaluation methods.