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Thoughts on technology, leadership, and engineering best practices

AI in DevOps 2026 Featured
January 15, 2026 AI & DevOps 8 min read

How AI is Revolutionizing DevOps in 2026

Artificial Intelligence is no longer just a buzzword in DevOps—it's becoming the backbone of modern deployment pipelines. From predictive analytics to automated incident response, AI is transforming how we build, deploy, and maintain software systems.

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Kubernetes at Scale
January 8, 2026 Cloud 10 min read

Kubernetes at Scale: Lessons from Production

After running Kubernetes clusters in production for years, here are the most valuable lessons I've learned about scaling, monitoring, and optimizing container orchestration.

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Engineering Leadership
December 28, 2025 Leadership 7 min read

Building High-Performance Engineering Teams

Great teams don't happen by accident. Here are the principles and practices I've used to build and nurture engineering teams that consistently deliver exceptional results.

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GenAI in Enterprise
December 15, 2025 AI & ML 12 min read

Implementing GenAI in Enterprise Applications

A practical guide to integrating generative AI into enterprise applications, covering architecture decisions, model selection, and best practices for production deployment.

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CI/CD Best Practices
December 1, 2025 DevOps 9 min read

CI/CD Best Practices: From Zero to Production

A comprehensive guide to building robust CI/CD pipelines that reduce deployment time, improve code quality, and enable teams to ship with confidence.

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AWS Cost Optimization
November 20, 2025 Cloud 8 min read

AWS Cost Optimization: Saving 40% on Cloud Spend

Practical strategies for optimizing AWS costs without sacrificing performance or reliability. Real examples from production environments.

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Technical Roadmap
November 10, 2025 Leadership 6 min read

Creating Technical Roadmaps That Actually Work

How to create technical roadmaps that align with business goals, get stakeholder buy-in, and remain flexible enough to adapt to changing requirements.

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Docker Security
October 25, 2025 DevOps 11 min read

Docker Security Best Practices for 2026

Container security is more important than ever. Learn the essential practices for securing your Docker containers and protecting your applications.

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LLMs in Production
October 10, 2025 AI & ML 14 min read

Running LLMs in Production: A Complete Guide

Everything you need to know about deploying and managing Large Language Models in production environments, from infrastructure to monitoring.

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JM

Engineering Leader & AI Solutions Architect building the future of technology.

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