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Amazon CloudWatch Managed Prometheus Collectors: Retiring the Self-Managed OTel Collector

By Shrikant Lavhate | Published: August 3, 2026 | Modified: August 3, 2026

AWS’s new CloudWatch Prometheus collector isn’t new tech: it’s the 2023 AMP scraper pointed at a new destination, now with EC2, ECS, and MSK support too.

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SKILL.md: Stop Re-Explaining Your Workflow to Claude Every Session

By Shrikant Lavhate | Published: August 3, 2026 | Modified: August 3, 2026

A practitioner’s walkthrough of Anthropic’s SKILL.md format: what it is, when it earns its place, the exact file structure, and where teams get it wrong.

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AI has two price tags in IT Work — One in Dollars, One in Skill

By Shrikant Lavhate | Published: August 1, 2026 | Modified: August 1, 2026

Uber burned its 2026 AI budget by April. The token bill is the meter you can see — the one eroding your debugging skill doesn’t send an invoice. Both matter.

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AI Agents, Explained: A Guide for Beginners

By Shrikant Lavhate | Published: July 31, 2026 | Modified: July 31, 2026

“AI agent” gets used loosely — this guide fixes that. A plain-English explainer for beginners and IT pros: what agents are, how the perceive-reason-act loop works, key terms like tools, skills, and MCP, when NOT to use one, plus practical cost and security guardrails.

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Understanding the CLAUDE.md File: A Beginner’s Guide to Getting More Out of Claude

By Shrikant Lavhate | Published: July 31, 2026 | Modified: July 31, 2026

Tired of re-explaining your project to Claude every session? A CLAUDE.md file gives Claude persistent context that loads automatically. This beginner’s guide covers what it is, where the files live, the load order, a sample file, and how to keep it lean.

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Self-Managed S3 Buckets for Lambda Code: You Finally Own the Artifact

By Shrikant Lavhate | Published: July 31, 2026 | Modified: August 3, 2026

Lambda has quietly kept a second copy of your deployment code all along. A new setting lets your own S3 bucket be the single, auditable source of truth.

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Lambda MicroVMs: When Functions Aren’t Enough and EC2 Is Too Much

By Shrikant Lavhate | Published: July 30, 2026 | Modified: August 3, 2026

Browser notebooks and AI coding sandboxes need a live session between requests. Lambda can’t hold state, EC2 is overkill. MicroVMs sit right in that gap.

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Know about Amazon GuardDuty Investigation: AI-powered security analysis

By Shrikant Lavhate | Published: July 29, 2026 | Modified: August 3, 2026

Security teams burn hours pivoting through CloudTrail and VPC flow logs per GuardDuty finding. A new AI agent now runs that whole investigation for you.

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Migrating from Amazon Linux 2 to Bottlerocket AMI in EKS Nodes

By Bhagyesh Raut | Published: August 14, 2025 | Modified: August 14, 2025

In this post, I share my journey transitioning from Amazon Linux 2 to Bottlerocket as the EKS node OS, aiming for enhanced security with a hardened OS image.

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KubeCon + CloudNativeCon India 2025: My experience

By Shrikant Lavhate | Published: August 10, 2025 | Modified: August 12, 2025

From scaling Kubernetes, observability, powering huge AI projects to real stories from PepsiCo, Flipkart, and Intuit, KubeCon + CloudNativeCon India 2025 in Hyderabad was a deep dive into where cloud-native ecosystem is headed. Here’s my personal experience about the event.

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