Vibe coding or spec-driven development? How to choose

“Spec-driven development orients teams toward the right business and technical outcomes, while AI coding increases velocity, says Christian Stano, field CTO at Anyscale. “What matters is the interface where production software actually ships, where...

Cloud architects earn the highest salaries

I’ve watched cloud careers rise and fall with each new wave of tools, from the early “lift-and-shift everything” days to today’s platform engineering, AI-ready...

Risk management in the public cloud is your job

I was excited to speak at a regional cloud computing summit hosted by one of the major cloud providers. My presentation focused on the...

MongoDB adds vector search to self-managed editions to power generative AI apps

While at one end, traditional database players, such as MongoDB, Google, etc., have added vector capabilities, specialty vector databases are adding additional features to...

Why it’s so hard to create stand-alone Python apps

Install it into an existing Python interpreter. This is the most common scenario, but it requires setting up a copy of the interpreter. At...

Improving AI agents through better evaluations

Anthropic’s own guidance reflects all of this. Agents are “fundamentally harder to evaluate” than single-turn chatbots because they operate over many turns, call tools,...
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