
News13 min
AWS Closes Bedrock Agents: AgentCore Migration 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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News13 min
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.

News18 min
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.
Cloud & DevOps14 min
Learn AWS CDK testing in TypeScript: write fine-grained assertions, snapshot tests, and Aspect validation with Jest to catch infra bugs before you deploy.
Cloud & DevOps19 min
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).
Cloud & DevOps12 min
Deploy Terraform to AWS from GitHub Actions with no long-lived secrets — configure-aws-credentials v6, IAM role trust policy, sub-claim hardening (2026).
Cloud & DevOps12 min
Enable Terraform S3 native state locking with use_lockfile - no DynamoDB table required. Set up the backend, migrate an existing project, lock down IAM.
AI & Machine Learning14 min
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.
AI & Machine Learning14 min
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.
Cloud & DevOps9 min
Beyond hourly rates — true GPU cloud TCO in 2026: egress, storage, commitment discounts, and what AI training and inference actually cost per month.
Cloud & DevOps10 min
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 & Machine Learning10 min
AI cloud platforms in 2026 for builders: AWS, Azure, GCP, plus specialized clouds (Together, Fireworks). Pricing, features, and how to pick a primary stack.
Architecture & Design11 min
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.