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Artificial Intelligence Architecture

The Naive Optimism Trap in AI Software Development

AI coding tools deliver impressive early results. Drawing on enterprise modernization experience, Chris Pietschmann explains why reliable AI development still needs experienced engineers, strong validation, and human judgment.

Chris Pietschmann • Nov 12, 2026 • 7 min read

Editor's Pick

Artificial Intelligence

Apple Foundation Models in macOS 27: Finding Their Place in Your AI Toolkit

Apple Foundation Models bring local AI, the fm CLI, and Private Cloud Compute into the Mac developer toolkit. Here’s how to understand the architecture and find practical uses alongside tools like Ollama.

Chris Pietschmann • Nov 12, 2026 • 6 min read

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Prompt Engineering

AI Helps Junior Developers Code Faster. This Prompt Helps Them Build Better.

A junior developer sits down with an AI coding assistant and types something like, “Build me an API for managing customer orders.” A few moments…

Chris Pietschmann • Jul 7, 2026 • 18 min read

Editor's Pick

Artificial Intelligence

AI Won’t End Outsourcing or Entry-Level Jobs, but It Will Rewrite Both

For decades, the technology industry has had a fairly predictable way of handling repetitive work. When a task was important but time-consuming, companies often sent…

Chris Pietschmann • Jul 1, 2026 • 14 min read

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Artificial Intelligence Architecture

The Naive Optimism Trap in AI Software Development

Nov 12, 2026 • 7 min read

Artificial Intelligence

Apple Foundation Models in macOS 27: Finding Their Place in Your AI Toolkit

Nov 12, 2026 • 6 min read

Artificial Intelligence

AI Changed the Cost of Writing Code. It’s Time to Reestimate Legacy Modernization.

An enterprise application has been running for 30 years. It still processes orders, calculates payments, or moves information between systems the business depends on. Everyone…

Oct 27, 2026 • 9 min read

Big Thinkers

Big Thinkers: John Allspaw – How Human-Centered Operations Shaped Modern DevOps and Reliability Engineering

Modern cloud infrastructure is often described in technical terms: distributed systems, Kubernetes clusters, observability pipelines, infrastructure as code, and automation at scale. But some of…

Jul 9, 2026 • 10 min read

Prompt Engineering

AI Helps Junior Developers Code Faster. This Prompt Helps Them Build Better.

A junior developer sits down with an AI coding assistant and types something like, “Build me an API for managing customer orders.” A few moments…

Jul 7, 2026 • 18 min read

Big Thinkers

Big Thinkers: Grace Hopper – The Origins of Developer Productivity and Software Abstraction

Modern cloud platforms hide staggering complexity behind APIs, YAML files, dashboards, CLIs, and developer portals. Infrastructure teams now spend enormous amounts of effort trying to…

Jul 2, 2026 • 10 min read

Artificial Intelligence

AI Won’t End Outsourcing or Entry-Level Jobs, but It Will Rewrite Both

For decades, the technology industry has had a fairly predictable way of handling repetitive work. When a task was important but time-consuming, companies often sent…

Jul 1, 2026 • 14 min read

HashiCorp Terraform

Terraform Dependency Management: When Ordering Matters More Than You Think

Every Terraform user eventually has that moment. You run terraform apply, expecting a clean deployment, and Terraform confidently starts building resources in an order that makes…

Jun 30, 2026 • 14 min read

Big Thinkers

Big Thinkers: Guido van Rossum – How Python Became the Connective Tissue of Modern Infrastructure and AI

Few programming languages have crossed as many technology boundaries as Python. It powers machine learning platforms, cloud automation, observability tooling, scientific research, infrastructure orchestration, cybersecurity…

Jun 25, 2026 • 10 min read

Azure Bicep

Azure Bicep Has a Plan Mode: Use It On Your Next Production Deployment

Infrastructure as code makes cloud environments repeatable, but repeatability does not automatically make deployments safe. A small Bicep change can have consequences far beyond the…

Jun 24, 2026 • 9 min read

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The Naive Optimism Trap in AI Software Development

Apple Foundation Models in macOS 27: Finding Their Place in Your AI Toolkit

AI Helps Junior Developers Code Faster. This Prompt Helps Them Build Better.

AI Won’t End Outsourcing or Entry-Level Jobs, but It Will Rewrite Both

Start Here

Learn AI Development

Explore Azure Guides

Master Terraform

Build Better DevOps

Books

Open Source Projects

Editor's Picks

The Naive Optimism Trap in AI Software Development

Apple Foundation Models in macOS 27: Finding Their Place in Your AI Toolkit

AI Helps Junior Developers Code Faster. This Prompt Helps Them Build Better.

Latest Articles

The Naive Optimism Trap in AI Software Development

Apple Foundation Models in macOS 27: Finding Their Place in Your AI Toolkit

AI Changed the Cost of Writing Code. It’s Time to Reestimate Legacy Modernization.

Big Thinkers: John Allspaw – How Human-Centered Operations Shaped Modern DevOps and Reliability Engineering

AI Helps Junior Developers Code Faster. This Prompt Helps Them Build Better.

Big Thinkers: Grace Hopper – The Origins of Developer Productivity and Software Abstraction

AI Won’t End Outsourcing or Entry-Level Jobs, but It Will Rewrite Both

Terraform Dependency Management: When Ordering Matters More Than You Think

Big Thinkers: Guido van Rossum – How Python Became the Connective Tissue of Modern Infrastructure and AI

Azure Bicep Has a Plan Mode: Use It On Your Next Production Deployment

Latest Books

Build and Deploy Apps using Azure Developer CLI

Microsoft Azure AI Fundamentals (AI-900 Exam Ref)

Designing AI-Ready Infrastructure in Microsoft Azure

The Developer’s Guide to Azure

Start Here

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