AWS Lambda raised its per-account code storage limit from 75GB to 300GB per Region and introduced a new REFERENCE mode that lets functions point directly to S3 objects, bypassing the quota entirely, e…
Epilot has eliminated direct production AWS access for engineers, replacing it with an internal access broker that requires SSO portal approval and manual Slack sign-off. The change follows an inciden…
CloudWise, a cloud cost optimization tool, has detailed its security model for AWS account access, emphasizing that its read-only monitoring role is scoped to specific actions and cannot make any writ…
An engineer used an LLM agent via the AWS Agent Toolkit to clean up cloud waste, reducing a tedious manual process to a 30-second conversation. The agent discovered 12 CloudFormation stacks, handled a…
AI agents that generate code and orchestrate workflows are becoming production infrastructure, but their non-deterministic outputs create measurement, compliance, and regression challenges. Benchmark …
A developer encountered a complete deployment failure of a serverless AI application on AWS due to a DNS resolution error. The error EAI_AGAIN indicated a temporary DNS lookup failure on the local mac…
Swamp, initially built for infrastructure automation, has evolved into a domain-agnostic automation primitive as users applied it to security scanning, cost analysis, and infrastructure validation. Th…
A developer created Infrawise, an open-source tool that prevents AI coding assistants like Claude Code from recommending redundant DynamoDB indexes by reading real infrastructure data before generatin…
Infrastructure-as-code tools like Terraform and Kubernetes impose a "200% learning tax" by requiring users to master both the tool's abstraction and the underlying cloud API, with knowledge failing to…