Insights from the engine room
Notes from the projects we ship — AI, automation, voice agents, web development and cloud infrastructure.
Archive
8 posts
Workflow Automation for Growing Teams: What to Automate First
A practical guide to workflow automation for growing teams. How to find the right processes to automate, what to avoid, and how to build systems that do not break.
Latency, Interruption, and Turn-Taking: The Engineering of Natural Voice AI
Why AI voice agents feel natural or broken comes down to latency and turn taking. A technical guide to the delay budget, endpoint detection, interruption handling, and what to measure. Estimated read time
Designing the Human Handoff: When a Voice Agent Should Stop Talking
How to design escalation rules for an AI voice agent, including what should trigger a handoff, how to transfer without losing context, and why an early handoff beats a late one. Estimated read time
AI Receptionist vs Human Answering Service: A Cost and Quality Analysis
An honest comparison of AI receptionists and human answering services, covering cost, quality, what each handles well, and why most businesses end up using both.
Vapi vs Retell vs ElevenLabs: Choosing a Voice Infrastructure Layer
A practical comparison of Vapi, Retell and ElevenLabs for building AI voice agents, covering what each layer actually does, where they overlap, and how to choose.
What Does an AI Voice Agent Actually Cost? A Transparent Breakdown
A clear breakdown of what an AI voice agent costs in 2026, covering build fees, per minute running costs, hidden expenses, and how to work out whether it pays for itself.
AI Voice Agents: A Complete Implementation Guide
A practical guide to AI voice agents in 2026. What they are, how they work, what they cost, and how to deploy one without breaking your existing operations.
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