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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. Automate

    n8n vs Zapier: Which Automation Platform Is Right for Your Stack

    We ship workflows on both every week. Zapier for anything our non-technical clients need to own themselves. n8n for anything that has to scale, integrate deeply, or run...

    11 min read
  2. Build

    Build; Buy; or Partner: A Decision Framework for Shipping Software in 2026

    The old build-vs-buy frame has two options. The new frame has three: build in-house, buy off the shelf, or partner with an outside team. The third option used...

    9 min read
  3. 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
  4. Run

    Scope of Work Template for Software Projects (Free PDF)

    A scope of work is the difference between a 6-week sprint and a 16-week death march. We have signed 60 plus dev retainers at ScubaDev and one pattern...

    8 min read
  5. 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
  6. Automate

    21 Finance Automations That Close the Books in Half the Time

    Every finance team we onboard has the same pain shape. A close that eats the first two weeks of every month. An AP inbox that reads like a...

    12 min read
  7. Grow

    Why Productized Engineering Will Eat Agencies in 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 time sheet. Subscription dev studios are...

    8 min read
  8. Automate

    AI Automation Agency: What It Actually Does in 2026

    An AI automation agency ships working AI systems on a retainer. The good ones look like a small engineering team. The bad ones look like a Zapier reseller...

    9 min read
  9. Build

    Fractional CTO in 2026: When to Hire One

    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 month and takes 90 days to...

    11 min read