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69 postsAwsmux: Multi-Account AWS CLI Speeds AI Agents Up to 5.4x
Awsmux runs AWS CLI commands across hundreds of accounts in parallel, cutting AI agent costs and latency up to 5.4x with an approval-gated safety layer.
Porting Gemma-4 (2B/4B/12B) to AWS Inferentia2: A Field Report
How Gemma-4 was ported to AWS Inferentia2 by bypassing vLLM/NxD, solving mixed attention heads and KV-sharing via direct model tracing.
How Compiler Explorer's AWS Infrastructure Works in 2026
An inside look at Compiler Explorer's AWS setup: CloudFront, spot instances, EFS/CEFS storage, and its nightly compiler build pipeline.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comAWS EKS Privilege Escalation: Pod Metadata to Cluster-Admin
How a compromised EKS pod can escalate to cluster-admin via EC2 metadata and node tokens, plus a persistent aws-auth backdoor technique.
Clare Liguori on AWS Strands SDK's Model-Driven Agent Design
AWS engineer Clare Liguori explains the model-driven design behind the Strands Agents SDK and lessons from building production AI agents.
Shark Vacuum AWS Cert Flaw Lets One Key Hijack an Entire Fleet's Root Shell
A stolen AWS certificate lets attackers run root commands on any Shark robot vacuum in the same cloud region, exposing cameras and Wi-Fi credentials.
AWS WAF Dynamic Label Interpolation Tames Bot False Positives
AWS WAF's dynamic label interpolation embeds bot-detection labels and fingerprints into headers and pages, speeding false-positive recovery.
Databricks on AWS Terraform Layout: Terragrunt, YAML, Atlantis
How a multi-workspace Databricks on AWS platform structures Terraform using Terragrunt modules, YAML-driven config, and Atlantis GitOps for safe applies.
Keyless AWS to Google Cloud: Expanding Terraform CI/CD Pipeline
inDrive expanded its Terraform CI/CD from AWS to Google Cloud without keys, leveraging Workload Identity Federation for secure access.
DynamoDB Deep Dive
Explore essential best practices for DynamoDB, focusing on consistency and data access patterns.