AWS Closes Bedrock Agents: AgentCore Migration 2026
August 17, 2026
AWS closed Bedrock Agents to new customers on July 30, 2026 and renamed it Agents Classic. What AgentCore replaces, what it does not, and who has to act.
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AI Agent Cost Control: 2026's Shift to Session Caps
August 12, 2026
AWS and Anthropic shipped agent spend enforcement a day apart in August 2026. How per-session budget caps differ from the monthly limits at OpenAI and Google.
AWS CDK Testing in TypeScript: Test Before Deploy 2026
June 18, 2026
Learn AWS CDK testing in TypeScript: write fine-grained assertions, snapshot tests, and Aspect validation with Jest to catch infra bugs before you deploy.
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).
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.