The original title is "Agentless: A Practical, Cost-Effective Workflow for Human-Supervised AI"

Short summary

Agentless is an open-source framework that pairs AI reasoning with human execution for safer, cost-effective AI workflows. It operates through three phases—discovering facts, planning changes, and verifying with Git diffs—keeping humans in full control. The approach avoids expensive autonomous agent loops while maintaining compliance and 100% auditability.

• •Human-supervised AI workflow framework with three methodology phases: discover, plan, verify
• •Works with any LLM (Claude, ChatGPT, Gemini) and standard chat interfaces
• •Addresses compliance, cost control, and auditability without autonomous agent overhead

Generated with AI, which can make mistakes.