Newsletter

This week we look at some of the infrastructure and operations trends and insights on MLOps, Amazon Alexa and Blue green deployment on Azure.

Celebrate! AWS has announced massive cloud cost reductions on disaster recovery and Kubernetes services

Another week, another bunch of predictions. The difference here is that the article also details some trends that are on the wane.
MongoDB is now supporting GraphQL language for accessing its serverless application platform. This promises to extend their technology towards web and mobile apps.
In just a year since its launch, CircleCI Orbs are being used by over 13,000 organizations in close to 9 million CI/CD pipelines. New collaborations with 20 partners now extend the Orbs ecosystem even further.
MLOps - the collaborative best practices that accelerate the machine lifecycle across model development, deployment, monitoring, and more – can give organizations a massive edge against competitors. John 'JG' Chirapurath, General Manager, Azure Data & AI explains more in this blog.

Amazon’s Alexa is the voice activated and interactive AI Bot designed to respond to number of commands and converse with people. Alexa Skills are apps that give Alexa even more abilities.

In Azure, different processes are available for implementing the Blue-Green strategy with two environments. In this article we discuss some of these techniques.
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Part 4 of our series on intent-driven development. Start with Part 1, or read Parts 2 and 3 first if you want the technical workflow before the outcomes. The first three posts in this series covered the mechanics: why the spec is now the source of truth, how to build the CLAUDE.md context layer, and how OpenSpec moves […]

Part 3 of our series on intent-driven development. Read Part 1 (spec-driven development with Kiro) and Part 2 (mastering the CLAUDE.md file) first. Part 1 of this series established the principle: in AI-assisted development, the spec is the source of truth, not the code. Part 2 covered the CLAUDE.md file — the context layer that ensures every AI session starts from […]

How to Master the CLAUDE.md File: The Context Layer That Makes Spec-Driven Development Work Part 2 of our series on intent-driven development. If you haven't read Part 1 — Code is No Longer the Source of Truth. Your Spec Is. — start there. In Part 1, we explored how spec-driven development with tools like Kiro shifts the source of truth from […]
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