Practical thinking on AI, automation, software, digital products, and the systems behind modern businesses.
What this is
Notes from the work — what we have found to be true when building systems, written up when it is useful to someone else. No news, no announcements.
Featured
AI & AutomationPerspective
6 min read
A chatbot returns text. An agent changes something. The practical difference is four pieces of engineering — tools, permissions, a definition of done, and a record — and each one has a cost worth understanding before you build.
Read the articleAI & Automation
5 min read
Automation does not improve a process, it multiplies it. Why manual friction is often load-bearing, how to tell whether a process is ready, and what to map before you build anything.
Business Systems
5 min read
Systems of record store what people did. Systems that participate propose and execute within limits. What changes in the architecture: writes become the product, the audit log becomes a surface, and permissions move from roles to actions.
What Insights covers. Each category maps onto something DueClix builds, which is the only reason it is a category.
Agents, automation and the workflows between them. What actually changes when software can act, and what has to be built around it first.
Architecture, APIs and implementation detail. The decisions that decide whether a system survives its first year in production.
The software a business actually runs on: what it records, what it decides, and what it takes for it to do more of the work.
Longer-form thinking on AI, software and the changing shape of how businesses work.
Let's build the system behind it. Tell us what the process is and where it breaks — the first conversation is about constraints, not technology.