Field Notes

Insights &
Perspectives

Practical writing on cloud infrastructure, AI automation, and building systems that last — from the team doing the work.

AI SOP Documentation: Capture Tribal Knowledge Before It Walks Out the Door
Sep 16, 2026 6 min read

AI SOP Documentation: Capture Tribal Knowledge Before It Walks Out the Door

Your best processes live in one employee's head. Learn how AI SOP documentation captures tribal knowledge, builds durable systems, and protects your business.

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How to Define 'Done' Before the Work Begins: Acceptance Criteria That Prevent Endless Revisions
Sep 16, 2026 7 min read

How to Define 'Done' Before the Work Begins: Acceptance Criteria That Prevent Endless Revisions

Projects don't end late — they end unclear. Learn how to define acceptance criteria for a website project, create a project sign-off checklist, and avoid endless revisions with contractors.

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Your FAQ Page Is Wasting Your Best Content: How to Turn Customer Questions Into SEO That Converts
Sep 16, 2026 6 min read

Your FAQ Page Is Wasting Your Best Content: How to Turn Customer Questions Into SEO That Converts

Your FAQ page buries your best SEO content. Learn how to turn the questions customers ask twice into search-driven pages that rank, build trust, and convert.

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Zero-Downtime Database Schema Changes: How the Expand and Contract Pattern Prevents Production Lockups
Sep 16, 2026 7 min read

Zero-Downtime Database Schema Changes: How the Expand and Contract Pattern Prevents Production Lockups

Learn how zero-downtime database migration works using the expand and contract pattern. Avoid table locks, protect users, and deploy safe schema changes in production.

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YouTube Shorts vs Long Form Strategy: How Faceless Channels Should Split Their Effort
Sep 16, 2026 7 min read

YouTube Shorts vs Long Form Strategy: How Faceless Channels Should Split Their Effort

Learn the ideal Shorts to long-form funnel for faceless YouTube channels. Build a content mix that grows your audience and actually pays the bills.

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Shorts Get Views, Long-Form Builds the Business: Where a New Faceless Channel Should Invest First
Sep 14, 2026 7 min read

Shorts Get Views, Long-Form Builds the Business: Where a New Faceless Channel Should Invest First

Shorts vs long-form YouTube strategy for faceless channels. Learn where to invest first to build real watch time, monetization, and compounding growth.

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Am I Ready for Custom Software? Five Signs You Need to Fix Processes Before Automating
Sep 14, 2026 6 min read

Am I Ready for Custom Software? Five Signs You Need to Fix Processes Before Automating

Not sure if you're ready for custom software? Here are five signs your business needs foundational work first — and exactly what to fix before hiring a development partner.

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LLM Cost Optimization in Production: How to Budget, Cap, and Cut Token Costs in AI Automations
Sep 14, 2026 6 min read

LLM Cost Optimization in Production: How to Budget, Cap, and Cut Token Costs in AI Automations

Control AI API costs before they control you. Practical strategies for token usage budgeting, capping spend, and reducing LLM API spend in production automations.

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Zero-Downtime Database Migrations: How to Deploy Schema Changes Safely When You Ship Daily
Sep 14, 2026 7 min read

Zero-Downtime Database Migrations: How to Deploy Schema Changes Safely When You Ship Daily

Learn how to run zero-downtime database migrations using expand and contract patterns, online schema changes, and deploy strategies that keep your app live.

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