From the engineers
who ship it.

Short, practical reads on AI systems, ERP implementations, and enterprise automation — written from the experience of building and maintaining these systems in production.

From the engineers
who ship it.

Build vs Buy for Enterprise AI: The Framework We Use

API Design for Enterprise: The Decisions That Age Badly

Automating Procurement: The Three Decisions You Should Not Give to AI

Context Window Management in Long-Running Enterprise Workflows

Why Your Supply Chain Software Has Too Many Screens

When Not to Automate: The Decision Nobody Writes About

Integrating AI with Legacy Systems: The Patterns That Actually Work

State Management in Agentic Workflows: The Problem Nobody Designs For

The Real Cost of AI Inference at Scale (And How to Control It)

AP/AR Automation: The Reality Behind the 80% Reduction Claims

Building for Auditability from Day One

Fine-Tuning vs Prompting: When Each Is Worth the Investment

11 Questions to Ask Before You Sign an ERP Contract

How to Actually Evaluate an LLM for Enterprise Use

The ERP Customization Line You Should Not Cross

RAG in Production: What the Tutorials Don't Cover

ERP Data Migration: What Actually Goes Wrong (And Why)

Why Multi-Agent Systems Beat Single-LLM Pipelines for Enterprise

The Document-to-ERP Pipeline: 3 Years of Lessons

Hallucination at $1M: How We Prevent AI Errors in Financial Workflows

Why API-First ERP Architecture Matters More Than Your Module Choice

Odoo vs Business Central: An Engineer's Honest Take

From the engineerswho ship it.

Build vs Buy for Enterprise AI: The Framework We Use

API Design for Enterprise: The Decisions That Age Badly

Automating Procurement: The Three Decisions You Should Not Give to AI

Context Window Management in Long-Running Enterprise Workflows

Why Your Supply Chain Software Has Too Many Screens

When Not to Automate: The Decision Nobody Writes About

Integrating AI with Legacy Systems: The Patterns That Actually Work

State Management in Agentic Workflows: The Problem Nobody Designs For

The Real Cost of AI Inference at Scale (And How to Control It)

AP/AR Automation: The Reality Behind the 80% Reduction Claims

Building for Auditability from Day One

Fine-Tuning vs Prompting: When Each Is Worth the Investment

11 Questions to Ask Before You Sign an ERP Contract

How to Actually Evaluate an LLM for Enterprise Use

The ERP Customization Line You Should Not Cross

RAG in Production: What the Tutorials Don't Cover

ERP Data Migration: What Actually Goes Wrong (And Why)

Why Multi-Agent Systems Beat Single-LLM Pipelines for Enterprise

The Document-to-ERP Pipeline: 3 Years of Lessons

Hallucination at $1M: How We Prevent AI Errors in Financial Workflows

Why API-First ERP Architecture Matters More Than Your Module Choice

Odoo vs Business Central: An Engineer's Honest Take

From the engineers
who ship it.