GitHub Actions Multi-Account AWS OIDC Role Chaining (2026)
May 30, 2026
Hands-on tutorial: deploy to multiple AWS accounts from GitHub Actions with one OIDC hub role, sts:TagSession, role-chaining: true, and the 1-hour cap (2026).
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GitHub Actions OIDC to AWS: Keyless Terraform (2026)
May 27, 2026
Deploy Terraform to AWS from GitHub Actions with no long-lived secrets — configure-aws-credentials v6, IAM role trust policy, sub-claim hardening (2026).
Terraform S3 State Locking Without DynamoDB (2026)
May 25, 2026
Enable Terraform S3 native state locking with use_lockfile - no DynamoDB table required. Set up the backend, migrate an existing project, lock down IAM.
Google's $40B Anthropic Bet: Cash, Compute, and Claude
April 26, 2026
Google commits up to $40B to Anthropic — $10B now at $350B valuation plus 5GW of TPU capacity over five years. Big Tech's latest AI infrastructure bet.
Amazon-Anthropic $100B Deal: 5GW of AWS Trainium Compute
April 22, 2026
Amazon invests up to $25 billion in Anthropic as Anthropic commits $100 billion to AWS over 10 years for up to 5 GW of Trainium2 and Trainium3 compute.
GPU Cloud TCO 2026: Hidden Fees, Egress Costs, Real Spend
March 28, 2026
Beyond hourly rates — true GPU cloud TCO in 2026: egress, storage, commitment discounts, and what AI training and inference actually cost per month.
GPU Cloud Comparison 2026: RunPod, Vast.ai & Thunder vs AWS
March 28, 2026
Specialized GPU clouds cost 60–85% less than AWS. RunPod, Vast.ai, Thunder Compute, and Northflank benchmarked for AI training and inference in 2026.
AI Cloud Platforms in 2026: The Complete Guide for Builders
March 27, 2026
AI cloud platforms in 2026 for builders: AWS, Azure, GCP, plus specialized clouds (Together, Fireworks). Pricing, features, and how to pick a primary stack.
Building AI Microservices with Flask 3.1.3: Async, Scalable, and Production-Ready
March 1, 2026
Learn how to build, deploy, and scale AI-driven microservices using Flask 3.1.3 with async support, ASGI servers, and real-world deployment strategies.
AWS vs GCP vs Azure GPU Pricing 2026 (With Real Numbers)
February 25, 2026
Side-by-side AWS, GCP, and Azure GPU pricing for AI training in 2026. H100 and A100 hourly rates, hidden costs, and when hyperscalers beat cheaper clouds.
Serverless at the Edge: Deep Dive into AWS Lambda@Edge
November 12, 2025
Serverless at the edge: AWS Lambda@Edge with CloudFront. Auth, redirects, header rewrites, and the cold-start limits you have to design around in production.
AWS Outages 2023 and 2025: When the Internet Backbone Faltered
October 25, 2025
AWS outages in 2023 and 2025, decoded: what actually failed, how the blast radius spread, and the multi-region patterns teams are building in response.
Amazon EC2 M8a Instances: Power, Price, and Performance Refined
October 10, 2025
Amazon EC2 M8a instances: 5th-gen AMD EPYC Turin for general-purpose workloads. Verified specs, AWS performance claims vs M7a/M6a, and when M8a is worth the upgrade.
Cloud Computing Core Concepts and Career Tips you Need to Know
Updated: March 27, 2026
Cloud computing explained: AWS vs. Azure vs. GCP, IaaS vs. PaaS vs. SaaS, and the cloud certifications and career moves that actually pay off in 2026.