6 CVEs in 6 Months: Why MCP Is the Most Dangerous Attack Surface in Your AI Stack In February 2025, a researcher demonstrated the first public tool-poisoning proof-of-concept against an MCP server. By June, there were six published CVEs — including a critical RCE in VS Code’s MCP integration discovered …
William do Carmo 
AWS Graviton6 Delivers 40% Performance Boost for Cloud
AWS Graviton6 Delivers 40% Performance Boost for Cloud Workloads in 2026 ` AWS has officially pulled back the curtain on its Graviton6 processor, and the early benchmarks are staggering: a 40% performance uplift for cloud workloads rolling out through 2026. By doubling down on custom ARM architecture, Amazon is handing …
William 
What Is Google Cloud Platform? A Technical Breakdown for
Google Cloud Platform is more than a third-place hyperscaler. For engineers working across multi-cloud environments, understanding GCP’s architecture, Kubernetes heritage, and AI stack is now essential.
Azure for Developers: What Engineers Actually Use in 2026
Cut through the marketing noise and learn which Azure services matter most for developers building, deploying, and operating cloud-native workloads in 2026.
What Is AI and How It Works: A Cloud Engineers: all you need
Artificial intelligence is no longer an abstract research topic — it is infrastructure. This article breaks down what AI actually is and how it works from the perspective of those who deploy, scale, and maintain it in the cloud.
AI’s Next Bottleneck Is Memory, Not Bigger Models em 2025
For the past two years, the AI industry has sold one dominant story: if you want better models, buy more GPUs, build larger clusters, and accept that serious AI belongs in big datacenters. A recent Reddit thread in r/LocalLLaMA landed because it challenged that assumption with something more practical than …
Software Supply Chain Security: SBOM and SLSA Implementation
Software supply chain attacks have increased dramatically, targeting dependencies, build systems, and distribution channels. Software Bill of Materials (SBOM) and Supply-chain Levels for Software Artifacts (SLSA) provide frameworks for securing the software supply chain. Supply Chain Attack Vectors Dependency Confusion: Malicious packages with internal names Typosquatting: Packages with similar names …
Platform Engineering and Internal Developer Platforms (IDP)
Platform Engineering focuses on building and maintaining Internal Developer Platforms (IDPs) that enable self-service capabilities for development teams. By abstracting infrastructure complexity, platform teams accelerate delivery while maintaining governance and security. What is an Internal Developer Platform? An IDP is a layer on top of existing infrastructure that provides developers …
Cloud Cost Optimization and FinOps Strategies for Engineerin
FinOps brings financial accountability to cloud spending by combining systems, best practices, and culture. This guide covers practical strategies for optimizing cloud costs while maintaining performance and reliability. FinOps Framework Phases Inform: Visibility into cloud spending and allocation Optimize: Identify and implement cost reduction opportunities Operate: Continuous governance and improvement …