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Digest #202: Terraform Claude Skills, FinOps FOCUS 1.2, AI Fatigue for Cloud Engineers, and MCP for Web Data Extraction
Gaps in FOCUS 1.2 billing data, the truth about AI fatigue for cloud engineers, and the three AI skills that matter most. Plus, latest DevOps, FinOps…
 • Mohamed Labouardy
Digest #201: Heroku Shutdown, GitLab at Scale, DDoS with Golang, and AI Agents Security
Heroku’s effective shutdown, how GitLab deploys at massive scale, why Postgres postmaster doesn’t scale, scaling Kubernetes from zero, AWS Cost…
 • Mohamed Labouardy
Digest #200: Kubernetes in Container, Git Shitstorm, $5M Data Centers and SDLC Threat Framework
Why GitHub Actions is slowing teams down, what it really takes to run a $5M private data center. We also break down a new SDLC threat framework, why…
 • Mohamed Labouardy

January 2026

Digest #199: Claude Skill for Terraform, Google SRE with Gemini, Postgres Tips and Moltbot Security
Why SRE may be replacing traditional software engineering, and how teams are improving Docker, Kubernetes, and cloud cost efficiency in production. We…
 • Mohamed Labouardy
Digest #198: Kubernetes Security, Scaling Postgres at OpenAI and AI in Infra-as-Code
Scaling PostgreSQL to millions of users, new attack paths via GitHub Actions runners, Docker’s shifting role, and why some teams are ditching Redis for…
 • Mohamed Labouardy
Digest #197: AI in DevOps, AWS Security Vulnerabilities and Terraform Reviewer Agent
How AI is changing DevOps work, where AWS is headed in 2026, and the security risks exposed by recent n8n and CodeBuild vulnerabilities. AI SRE…
 • Mohamed Labouardy
Digest #196: AI + IaC, AWS Security Pitfalls and DevOps Roadmap for 2026
How teams are applying AI to Infrastructure as Code, hard truths about Kubernetes and staging environments, a $1M BigQuery query fix, GitHub’s new…
 • Mohamed Labouardy
Digest #195: Tech in 2026, SRE Agent with Claude and Kubernetes, CI/CD for Monorepo and Free DevOps Certificates
2026 tech predictions & autonomous monitoring with Claude and Kubernetes, CI/CD for monorepos, AWS cost allocation, Go memory internals, and centralized…
 • Mohamed Labouardy

December 2025

Digest #194: What’s Broken in Kubernetes, CI/CD Attacks, FinOps Dashboard and Self-Hosting PostgreSQL.
Kubernetes optimization, CI/CD security, GitHub Actions, Cloudflare Workers, PostgreSQL 18, OpenTelemetry observability, FinOps dashboards, and…
 • Mohamed Labouardy
Digest #193: Zombie GitHub Actions, Supply-Chain Attacks, Kubernetes Optimization & Docker Hardening
Infrastructure as Code at scale, GitHub Actions failures, container security, Kubernetes optimization, AWS IAM security, Terraform best practices…
 • Mohamed Labouardy
Digest #192: Kubernetes at Scale, 1B-Row Migrations, Go Optimization, Terraform Governance and Podman vs Docker
Database migrations without downtime, Go optimization, Reddit architecture, AI agents for security operations, Terraform with OPA, ArgoCD at scale…
 • Mohamed Labouardy
Digest #191: React Vulnerability, Massive npm Attack, Git 2.52, Lambda Arm Benchmarks and FinOps Dashboard
Serverless limits, leaked passwords, Git 2.52 upgrades, and Hotstar’s 60M-user infrastructure. A widespread npm backdoor campaign, critical React RCE…
 • Mohamed Labouardy
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