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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The 7 Deadly Sins of Engineering Organizations: The 2025 Surton Diagnostic & Recovery Guide
The complete diagnostic framework for identifying and fixing the seven patterns that break engineering organizations. Includes cost calculations, early warning indicators, redemption playbooks, and case studies from 40+ Surton engineering transformations.
When a Founder Stops Being the Best CEO for the Job
The leadership instincts that help a founder build a company can become the very habits that limit its next stage of growth.
The Surton Formula: How We Built a Services Business That's Hard to Replace
The complete operating system behind Surton's services business: how we hire, price, deliver, and retain clients at 95%+ rates. Includes financial models, communication playbooks, and the exact frameworks we use to create durable client relationships.
Why Cheap Talent Costs You Everything: The 2025 Surton Total Cost of Hiring Analysis
The complete financial analysis of why low-cost engineering hires cost 2-3x more than quality hires when you factor in rework, drag on senior engineers, and opportunity cost. Includes cost models, case studies, and quality-bar assessment frameworks.
Why technical leaders end up pulling all-nighters
When the most capable person keeps jumping into every urgent issue, the business gets relief in the short term and fragility in the long term.
Why Hero Mode Is Killing Your Company: The 2025 Surton Leadership Transition Guide
How to evolve from founder heroics to systems-based leadership. Includes the delegation framework, knowledge transfer systems, and Surton's founder-to-leader transition playbook.
Turning Vision into Action: The 2025 Surton Strategy-to-Execution Framework
The complete system for translating technical vision into concrete execution plans. Includes the 3-part strategy document template, 90-day action planning, and Surton's strategy review cadence from 50+ implementations.
How to Write Vision Documents That Drive Action: The 2025 Surton Strategic Communication Framework
The complete system for writing technical vision documents that executives approve and engineering teams execute. Includes templates, examples from 50+ Surton engagements, and the 6-section framework that actually works.
How I Actually Use AI: The 2025 Surton Internal AI Playbook
The complete AI workflow system Surton uses to save 15+ hours weekly on writing, synthesis, decisions, and operations. Includes prompt templates, tool stack, security framework, and real ROI data from 30+ implementations.
Building a Culture Where the Truth Doesn't Hurt: The 2025 Surton Feedback System
The complete framework for creating high-trust teams with honest, routine feedback. Includes SBI model, psychological safety metrics, postmortem templates, and Surton's feedback culture transformation case study.
How to Plan When Real Money Is on the Line: The 2025 Surton Strategic Planning System
The complete planning framework Surton uses to turn growth goals into executable actions with clear metrics, accountability, and financial rigor. Includes templates, scenario models, and real case studies from 30+ strategic planning engagements.
Developer Onboarding is Your Most Expensive Product Failure: The 2025 Surton Fix-It Guide
The complete system for reducing developer onboarding from months to days. Includes onboarding cost calculator, 30-60-90 day playbooks, setup automation templates, and real ROI data from Surton engagements.