Your LLM Is Not Deterministic
Stop asking probabilistic models to generate reports. Let them build and orchestrate deterministic tools instead.

Stop asking probabilistic models to generate reports. Let them build and orchestrate deterministic tools instead.

Optimize context budgets and eliminate prompt bloat by decoupling skill discovery triggers from execution details.

A practical follow-up on turning agent instructions into focused, testable workflows.

Native PDF support in Go SDK for Anthropic API
