📰 Dev.to · Adamo Software

How we optimized our LLM pipeline to cut token usage by 70%

Strict-schema LLM outputs: what we learned shipping to a HIPAA environment

Tool-use API design for LLMs: 5 patterns that prevent agent loops and silent failures

How we reduced LLM hallucination to under 1% in a production booking system

How we handle LLM context window limits without losing conversation quality

Building an AI fallback system: when to use GPT-4o, when to fall back to Haiku, when to skip the LLM entirely

How we designed an AI Agent workflow with fallback chains and human-in-the-loop

How we reduced AI inference costs by 60% without sacrificing accuracy