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INSIGHTS

Notes from the deep end.

Field reports, frameworks, and teardowns from the team building ScubaDev. Written for operators, not investors.

  1. Review

    Cursor vs Claude Code: Which AI Coding Tool Ships Faster in 2026

    Cursor vs Claude Code after 600 hours on each. Honest verdict on which AI coding tool ships production code faster, with benchmarks and cost data.

    10 min read
  2. Run

    Scope of Work Template for Software Projects (Free PDF)

    Published January 2026. Updated April 2026. A scope of work is the difference between a 6-week sprint and a 16-week death march. We have signed 60 plus dev...

    8 min read
  3. Automate

    15 AI Agents Every Small Team Should Build First

    15 production AI agents every small team should build this quarter. Stack, cost model, payback window, and the two canonical agents we would ship first.

    14 min read
  4. Grow

    Why Productized Engineering Will Eat Agencies in 2026

    Published January 2026. Updated April 2026. Productized design subscriptions proved that a single designer on a $5,000 per month plan could do $1.5M in ARR without a single...

    8 min read
  5. Automate

    AI Automation Agency: What It Actually Does in 2026

    Published January 2026. Updated April 2026. An AI automation agency ships working AI systems on a retainer. The good ones look like a small engineering team. The bad...

    9 min read
  6. Build

    Fractional CTO in 2026: When to Hire One

    Published January 2026. Updated April 2026. A fractional CTO costs between $8,000 and $15,000 per month in 2026. A full-time senior engineer, loaded, costs $12,000 to $18,000 per...

    11 min read