Engineering Logs

Building in Public

Technical deep dives into production ML systems, autonomous agents, and the reality of shipping AI products.

Feb 3, 2026 • AI Agents

How AI Agents Are Replacing After-Hours Answering Services for Jacksonville Contractors

Jacksonville contractors are switching from expensive answering services to AI agents that qualify leads, book appointments, and never miss a call. Here's why the switch makes sense.

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Feb 2, 2026 • Document Processing

The True Cost of Manual Invoice Processing (And How St. Augustine Businesses Are Fixing It)

St. Augustine businesses are spending 15+ hours per week on invoice data entry. AI document processing cuts that to minutes. Here's the math on switching.

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