Field notes from the AI frontier.
Hard-won lessons on applying AI inside real businesses — from the engineers, operators, and founders doing the work at Surton.
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How to Plan When Real Money Is on the Line
A simpler planning framework for turning growth goals into sequential actions, measurable targets, and clear execution.
Developer onboarding is an expensive product failure
Slow onboarding quietly drains engineering capacity. Treat it like a product, and new hires start contributing sooner and stay longer.
The Cost of Context Switching
Engineering output drops fast when focus gets fragmented. Protect deep work, batch communication, and design your team around fewer interruptions.
Your Best Engineer Might Be Your Worst Manager
Great engineers do not automatically become great managers. The transition succeeds when you train for the person’s natural strengths instead of promoting on technical output alone.
How to Build a Business That Survives Chaos
Chaos reveals whether your company runs on heroics or systems. The businesses that hold up under pressure are designed to keep moving when leaders suddenly can't do everything themselves.
How to Pick the Right Technical Partner
The best technical partner depends on your stage, internal capability, and the kind of problem you need solved—not just who can start fastest.
Stop Giving Yourself Less Time to Get Better Work
Parkinson’s Law explains why generous timelines often produce bloated work. The fix is not pressure for its own sake, but tighter constraints that force clarity, focus, and faster decisions.
How to Actually Hire Great Engineers
Most engineering interviews measure performance in a contrived setting. A shorter screen and a paid trial reveal far more about how someone will actually work.
Heads-Up and Heads-Down Engineers Need Different Operating Environments
Strong engineering teams stop forcing one work style on everyone and design for both deep focus and fast response.
What Drove Surton’s Breakout Year in 2024
A look at the market shifts, operating principles, and talent decisions behind Surton’s 11x growth in 2024.
Why Contract Engineers Are a Smarter Business Bet
Specialized contract engineers help startups move faster, control burn, and bring in the right expertise exactly when it matters.
Surton Wasn’t Supposed to Work. That’s Exactly Why It Did.
Surton’s founding story: lessons from building BriteCore, stepping aside, and launching a different kind of engineering services company.