#llm
3 posts tagged with "llm".
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Cascaded vs Fused Voice Agents: A Builder's Perspective on Architecture Choices
• 16 min readDeep dive into voice agent architectures. Why cascaded models give you control and fused models trade complexity for naturalness. What we're learning from shipping production agents at scale.
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How to Make Voice Agents Sound Human: A Practical Guide to Realistic Speech Prompting
• 9 min readWhy your cascaded voice agent sounds robotic — and how to fix it with concrete examples, SSML pause patterns, emotion tags, and personality-as-behavior prompting techniques.
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Context Engineering: The Discipline That Makes AI Agents Actually Work
(updated) • 16 min readA deep dive into context engineering — the techniques that separate toy demos from production AI agents. Covers compaction, offloading, isolation, caching, and prioritization with real examples from Manus, Claude Code, and Devin.