What are the four axes of AI agent efficiency?

Script-It for deterministic tasks. Ground-It for structured state. Skill-It for specialization. Slim-It for pruning bloat.

When should you avoid using LLMs in AI agents?

File checks, data validation, fixed rules, status pings—anything scripted or structured.

Map every LLM call. Ask: deterministic? Structured? Valuable reasoning? Replace or slim.

🤝 Community & Governance

Tokens aren't the villain. Your architecture is. Here's how to audit and gut the waste in multi-agent AI madness.

theAIcatchup Apr 10, 2026 3 min read

Published by

Community-driven. Code-first.

#AI agent efficiency #AI agents #AI optimization #LLM costs #LLM efficiency #agent architecture #agent-costs #multi-agent systems

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Originally reported by Dev.to