Field Notes: Articles

Ideas worth building on

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

Abstract digital artwork representing AI-assisted software development with code elements and neural network visualization on a dark background
June 21, 2026
Building a SaaS App with AI: What Actually Works in 2026

We built Meemo (a working SaaS app) in a weekend using Claude Code. Here's what AI handled well, where it needed oversight, and what the 2026 AI coding landscape actually looks like for startup founders.

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A modern software development environment with operational software dashboards and manufacturing insights
June 18, 2026
Why Internal Dev Teams Fail at Custom Operational Software (And What Actually Works)

Building operational software isn't just coding. Most internal teams lack the domain expertise and operational thinking that separates working software from software that actually gets adopted.

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Manufacturing operations director analyzing production dashboard with real-time metrics and automated reporting
June 15, 2026
The 30-Minute Reporting Problem: Why Your ERP Dashboards Don't Actually Save Time

Why ERP dashboards overwhelm operations teams: data without analysis. How custom reporting systems that automate analysis save time, catch problems faster, and deliver ROI.

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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 Company: Cost, Coverage & How to Pick One

An independent code audit company finds security gaps, tech debt, and architecture risks your team can't see. Cost, process, and how startups pick a 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 professional reviewing production metrics and ERP data through spreadsheets and operational dashboards for supply chain intelligence
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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