Field Notes: Articles

Ideas worth building on

Thinking on operational software, AI systems, and the craft of building complex products.

Independent code audit process examining software architecture, security vulnerabilities, technical debt, and code quality — expert review finding hidden issues in codebase
June 12, 2026
Independent Code Audit: What It Covers, What It Costs, and How to Choose a Vendor

An independent code audit finds what your internal team can't see — security gaps, hidden debt, architecture drift. Here's what to expect, what it costs, and how to pick the right vendor.

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Operations team interviewing candidates for specialized software development role
June 11, 2026
Why Tech Hiring Breaks Down When You're Building Operational Software

Hiring generic developers for operational software is like hiring a chef based on knife skills alone. Here's what actually matters.

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Manufacturing managers coordinating across multiple regional operations
June 8, 2026
The Coordination Tax: Why Manufacturing Operations Break When You Scale to Multiple Regions

Growth to multiple regions looks simple on a spreadsheet until coordination breaks down. Here's why your ERP isn't the problem - and what actually is.

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Operations leader examining bottlenecks in manufacturing processes
June 4, 2026
Your Software Problem Isn't a Software Problem: The Constraint-First Approach

Most software projects fail not because the software is bad, but because you're solving the wrong problem. Here's how to identify your real constraint and fix it.

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Manufacturing operations leader frustrated looking at spreadsheets trying to extract insights from ERP data
June 1, 2026
Your ERP Captures the Data - Why Can't You See What's Actually Happening?

Why ERP reporting gaps cost manufacturers $300K+ annually. How to build real-time dashboards and close the data-to-decision gap with custom operational software.

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Logistics operations dashboard showing delivery routes and warehouse inventory management
May 28, 2026
Why Logistics Companies Keep Patching Software Instead of Modernizing - And Why It's Killing Your Margins

Your TMS isn't broken. Your WMS works. But margins are tightening anyway. Here's why patching legacy systems costs more than modernizing.

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Manufacturing operations leader reviewing complex spreadsheets and disconnected software systems on multiple screens
May 25, 2026
When Off-the-Shelf Software No Longer Works for Your Manufacturing Business

Your system worked fine for years. Now it's the bottleneck. Here's how to recognize when off-the-shelf tools have stopped matching your operation.

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Manufacturing operations team reviewing software features and prioritizing constraints
May 21, 2026
The MVP Trap: Why Manufacturing Software Founders Build Too Many Features

64% of software features go unused. Here's why operational software MVPs fail, and how constraint-first thinking fixes it.

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Modern manufacturing operations center with autonomous AI systems monitoring production dashboards and workflows
May 18, 2026
Agentic AI for Manufacturing: When Autonomous Agents Actually Reduce Costs

Agentic AI moves beyond chatbots to autonomous systems that manage operations. Here's what actually works on the factory floor.

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Manufacturing facility with sales team reviewing quote processes and operational dashboards
May 14, 2026
Why Manual Quoting is Your Biggest Manufacturing Bottleneck (And What to Replace It With)

Your sales team wastes hours on manual quoting. Here's why quoting decisions are your manufacturing bottleneck, and how intelligent systems fix it.

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Manufacturing shop floor with real-time job tracking dashboard on mounted screen showing production status and progress indicators
May 7, 2026
The Progress Problem: How Manufacturers Lose Jobs Before They Know They're Behind

Your ERP records what shipped. It has no idea whether Job 4721 is on track right now. Here's the floor visibility gap costing manufacturers late deliveries.

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Manufacturing operations control room with financial analytics dashboards showing job cost margins and ROI calculations
May 4, 2026
Three Numbers That Determine Whether Custom Manufacturing Software Pays Off

Most manufacturers only count direct labor savings when evaluating custom software. Here's the three-part ROI framework that gives you the real picture.

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