Azure’s new AI modernization tools

That’s the extreme end of technical debt—software archaeology rather than software engineering. Day-to-day technical debt is perhaps better thought of as a drag on business, code that doesn’t quite fit the current state of...

AWS AI Factories: Innovation or complication?

Last week at AWS re:Invent, amid many product announcements and cloud messages, AWS introduced AWS AI Factories. The press release emphasizes accelerating...

Cloud native explained: How to build scalable, resilient applications

Open standards and APIs. The fact that containers and cloud platforms are largely defined by open standards and open source technologies is the secret...

How to deploy machine learning models with AWS Lambda

Approach #1:  Deploying a model stored on Amazon S3 Deploying a ML model as a Python pickle file in an Amazon S3 bucket and using...

Some thoughts on AI and coding

I expect we will see an explosion of what might be called “boutique software” as a result of vibe coding. There are endless ideas...

Google unveils API and MCP server for developer documentation

Google is previewing the Developer Knowledge API and an associated Model Context Protocol (MCP) server, which together offer a machine-readable gateway to the company’s...
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The Ride-Sharing and Robotaxi Revenue Model Problem No One Talks About

The ride-sharing and robotaxi industries are confronting a significant yet under-discussed challenge: the decoupled revenue model. In this framework, the entities generating revenue—drivers in...
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