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Notes on building real AI agents

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Gemini 3.5 Transcribe: Features, API & Business Use Cases
Integration & Engineering

August 31, 2026

Gemini 3.5 Transcribe: Features, API & Business Use Cases

Google's newly launched Gemini 3.5 Transcribe promises faster, more accurate speech-to-text with 85+ language support. Here's what's actually in it, and what it means if you're building voice agents.

Deploying Custom AI Agents in Legacy Systems Without Breaking Code
Integration & Engineering

August 18, 2026

Deploying Custom AI Agents in Legacy Systems Without Breaking Code

Why direct database queries break legacy infrastructure, and how middleware buffers, event-driven pipelines, and containerization let agents modernize workflows safely.