Field Notes from The Solutionist
Practical, opinionated thinking on AI, software architecture, DevOps, and technology leadership — grounded in 14+ years of building real systems that have to work every day.
What’s Next: AI-Native Systems Will Need Old-School Discipline
AI-native systems sound futuristic.
Read→Software Teams Need AI Policies That Developers Can Actually Follow
Many AI policies are written like legal shields.
Read→News Reflection: AI Talent, Models, and Money Are Becoming Strategic Assets
The AI industry is starting to look less like a software trend and more like a strategic resource race.
Read→Optimistic Note: The Future Is Still Buildable
It is easy to feel overwhelmed by technology.
Read→The Human Side of AI Adoption Is Being Underestimated
AI adoption is often discussed as a tooling problem.
Read→Event-Driven Architecture Needs Product Thinking
Event-driven systems often fail when they are treated as purely technical projects.
Read→Prediction: AI Will Force Better Permission Models
AI systems make permission problems harder.
Read→The Case for Boring Technology
Boring technology is underrated.
Read→AI in Software Architecture: Helpful Assistant, Not Final Authority
AI can already assist with architecture work.
Read→Wonder: Biotechnology and Computing Are Moving Closer Together
Some of the most interesting future technology may sit between biology and computing.
Read→What Comes After Microservices? Maybe Better Boundaries
People like naming the next big architecture style.
Read→The Future of Search Looks More Like Conversation
Traditional search asks users to know the right keywords.
Read→Concern: We Are Automating Before We Understand
There is a dangerous pattern in technology adoption.
Read→Software Architecture Is Becoming More Socio-Technical
Architecture is not only about systems.
Read→Welcome to the Year of Practical AI
2026 may be the year AI becomes less about amazement and more about practical integration.
Read→2026 Prediction: AI Will Become Less Magical and More Embedded
The first wave of AI adoption felt magical.
Read→Skeptical Note: Not Everything Needs to Be Real-Time
Real-time sounds impressive.
Read→End-of-Year Thought: Technology Is Moving Faster Than Management
Technology teams are adopting AI, automation, cloud services, observability tools, and new development patterns quickly.
Read→Prediction: Internal Developer Platforms Will Matter More
Developer productivity is not only about better coding tools.
Read→AI Regulation Will Probably Be Messy Before It Is Useful
AI regulation is coming from many directions.
Read→The Architecture Diagram Is Not the Architecture
A diagram can lie.
Read→Wonder: Robots Are Slowly Leaving the Demo Stage
Robots have been “almost ready” for a long time.
Read→“Cloud First” Should Not Mean “Cost Last”
Cloud platforms are powerful.
Read→AI Search Will Change How Companies Use Their Own Knowledge
Most companies already have the answers somewhere.
Read→A More Honest View of Automation
Automation is usually sold as a way to save time.
Read→The Next Big Software Skill May Be System Editing
We talk about software development as writing.
Read→Event Streams Are Business History, Not Just Technical Plumbing
An event stream is often treated as infrastructure.
Read→Concern: AI Could Make Bad Decisions Look More Professional
One uncomfortable thing about AI is how polished it can make weak thinking look.
Read→The Return of the Modular Monolith
The modular monolith is having a quiet comeback.
Read→AI Coding Tools Are Changing Junior Developer Training
Junior developers used to learn by struggling through syntax, boilerplate, examples, and bugs.
Read→Random Advancement: Space Technology Is Becoming More Practical
Space used to feel distant from normal business.
Read→We Need Better Words Than “Digital Transformation”
“Digital transformation” has become too vague.
Read→The Weird Comfort of Logs
Logs are not glamorous.
Read→Prediction: The Database Will Become More Important, Not Less
Every few years, someone declares the database less important.
Read→AI in Support Desks: Useful, But Don’t Let It Hide Bad Service
Support desks are a natural place for AI.
Read→The Best Software Still Starts With a Boring Question
Before frameworks, cloud platforms, AI models, queues, APIs, dashboards, or databases, there is one boring question:
Read→Hopeful Thought: AI Might Help Smaller Teams Compete
Large companies have money, staff, infrastructure, legal teams, procurement departments, and brand trust.
Read→Architecture Decisions Need Receipts
Every system has architecture decisions.
Read→AI Agents Are Interesting. Production Agents Are Hard.
The idea of AI agents is attractive.
Read→The Next Interface Might Not Be a Screen
For decades, software has mostly meant screens.
Read→Microservices Did Not Remove Complexity. They Moved It.
Microservices are often sold as simplification.
Read→The AI Hype Cycle Is Annoying, But Not Empty
The hype is irritating.
Read→Random Advancement: Lab-Grown Materials Deserve More Attention
AI gets most of the headlines, but materials science may quietly reshape the physical world.
Read→RAG Is Useful, But It Is Not Magic
Retrieval-augmented generation sounds like the solution to AI hallucination.
Read→Software Development Is Becoming More Like Supervision Than Typing
A developer’s job is changing.
Read→The Most Underrated AI Skill Is Asking Smaller Questions
People often ask AI tools massive questions.
Read→Event-Driven Systems Feel Simple Until You Have to Explain Time
Event-driven architecture sounds elegant.
Read→The Quiet Problem With AI Assistants: Nobody Knows Who Owns the Answer
AI assistants are entering businesses faster than policies can catch up.
Read→A Small Prediction: AI Will Make Documentation Valuable Again
Documentation has always been one of the most disliked parts of software development.
Read→The Monolith Is Not Dead. Bad Monoliths Are.
Every few years, architecture fashion turns a word into an insult.
Read→AI Is No Longer a Feature. It Is Becoming Infrastructure.
There was a time when software teams asked, “Should we add AI?” That question already feels dated.
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