Agent Outcome Rubrics Are Just Prompts: How to Write Grading Criteria That Actually Fail Bad Output
Anthropic shipped the grading loop -- the rubric is now the hardest prompt you'll write
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Anthropic shipped the grading loop -- the rubric is now the hardest prompt you'll write
ADK 1.0 and the A2A protocol turned your agent's metadata into the most important prompt you're not optimizing
Anthropic's Managed Agents, Google ADK, and Microsoft Agent Framework 1.0 all abstract away the runtime -- your prompts need to catch up
OpenAI's new prompting guide kills personas, step-by-step, and emotional primers -- here's the minimal structure that actually works on reasoning models
Turn contract PDFs and compliance docs into structured risk assessments with three prompts
The new GitHub CLI skill system lets you write one agent instruction set that runs everywhere -- here's how to prompt it right
The biggest AI labs just showed us their playbook -- here's how to steal their system prompt patterns for your own workflows
The structured handoff format that makes multi-agent pipelines actually reliable
Teach your agent to detect its own failures, diagnose the cause, and try a different approach