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Thinking about AI systems

Technical writing on building AI systems that work in production - not just in demos.

Product DesignMarch 5, 20263 min read

AI is becoming more action-oriented, not just more intelligent

The latest model releases show the market moving beyond prompt-based interaction toward systems that complete real work across applications and workflows.

InfrastructureFebruary 20, 20264 min read

Enterprise AI is scaling fast, and infrastructure is now a strategic priority

As AI adoption accelerates, infrastructure is becoming just as important as model choice for businesses planning real deployment.

EngineeringFebruary 10, 20265 min read

Multimodal AI is becoming the new standard for digital products

The next generation of AI products is being built around multimodal experiences that combine reasoning, diverse inputs, and real workflow integration.

GovernanceJanuary 22, 20263 min read

Responsible AI is becoming a product requirement, not just a policy topic

As AI systems grow more capable and more widely deployed, governance and safeguards are moving from policy discussions into core product design.

Enterprise AINovember 18, 20254 min read

AI partnerships show the market has moved from experimentation to real deployment

Recent strategic partnerships across the AI ecosystem signal that enterprise adoption is shifting from pilot programs to long-term infrastructure and platform commitments.

StrategyFebruary 5, 20254 min read

The hidden cost of AI prototypes that never ship

The prototype worked in the demo. Six months later, it's still not in production. Here's what actually goes wrong — and what to do about it.

EngineeringJanuary 15, 20254 min read

Evaluation-driven development: why evals come before features

Most AI teams build the feature first and figure out how to measure it later. This is backwards. Here's why evaluation-driven development produces better systems faster.