Start Here

Operator’s Log is organized around backend systems, platform reliability, automation, and AI infrastructure.

For recruiters and engineering managers

Start with these:

• Building Aegis: A Go-Based AI Gateway for Reliable LLM Calls
• The Backend Stabilization Checklist I Use Before Touching Production
• Request IDs Are Not Optional
• The Difference Between a Demo API and a Production API

For business operators

Start with these:

• Why Internal Tools Fail
• Spreadsheets Are Not Bad — But They Are Not Operating Systems
• When to Replace a Spreadsheet With a Database

For engineers

Start with these:

• Designing a Provider Interface in Go for LLM Backends
• Structured Errors Make Systems Operable
• Timeouts Are a Product Decision