https://aiopscrew.com/blog Open-source Terraform modules for AI-powered AWS operations. Tutorials, announcements, and deep dives on CloudWatch monitoring, Jenkins analysis, and infrastructure automation. en-us Sat, 05 Apr 2026 00:00:00 GMT https://aiopscrew.com/blog/golden-ami-wordpress-provisioning https://aiopscrew.com/blog/golden-ami-wordpress-provisioning Fri, 20 Mar 2026 00:00:00 GMT AI Ops Crew Team If you're provisioning WordPress from bare EC2 instances, you're burning 10+ minutes per tenant and hoping nothing drifts. We bake the entire stack into an immutable Packer-built AMI with CIS Level 1 hardening. Here's the architecture. aws packer wordpress https://aiopscrew.com/blog/open-sourcing-markdown-agent-module https://aiopscrew.com/blog/open-sourcing-markdown-agent-module Thu, 12 Mar 2026 00:00:00 GMT AI Ops Crew Team A Terraform module for deploying AI agents on AWS Lambda with Amazon Bedrock. Define agent behavior in markdown files, write tools as plain Python functions, and deploy with terraform apply. aws terraform ai https://aiopscrew.com/blog/eliminating-noisy-calls-with-amazon-lex https://aiopscrew.com/blog/eliminating-noisy-calls-with-amazon-lex Sat, 07 Mar 2026 00:00:00 GMT AI Ops Crew Team Amazon Lex struggles with noisy caller audio. We built an open-source Terraform module that pre-processes audio through Amazon Transcribe before sending to Lex, dramatically improving intent accuracy. aws amazon-lex terraform https://aiopscrew.com/blog/open-sourcing-api-gateway-custom-auth https://aiopscrew.com/blog/open-sourcing-api-gateway-custom-auth Thu, 27 Feb 2026 00:00:00 GMT AI Ops Crew Team A Terraform module that deploys AWS API Gateway with a plugin-based Lambda authorizer. Drop Python files into a directory to build composable, chainable auth logic. aws api-gateway security https://aiopscrew.com/blog/introducing-jenkins-sentinel https://aiopscrew.com/blog/introducing-jenkins-sentinel Wed, 04 Feb 2026 00:00:00 GMT AI Ops Crew Team Jenkins Sentinel is an event-driven AI agent that analyzes pipeline failures using AWS Bedrock and delivers actionable troubleshooting recommendations via Slack, email, or PagerDuty. jenkins aws ai https://aiopscrew.com/blog/open-sourcing-n8n-terraform-module https://aiopscrew.com/blog/open-sourcing-n8n-terraform-module Thu, 02 Jan 2026 00:00:00 GMT AI Ops Crew Team We built a production-ready Terraform module for deploying n8n on AWS Fargate with Aurora Serverless v2. High availability, auto-scaling, and enterprise security. aws terraform n8n https://aiopscrew.com/blog/5-reasons-to-automate-alarm-investigation https://aiopscrew.com/blog/5-reasons-to-automate-alarm-investigation Wed, 17 Dec 2025 00:00:00 GMT CloudWatch AI Team Manual alarm investigation is time-consuming and error-prone. Here's why automation is the future of AWS monitoring. best-practices automation aws https://aiopscrew.com/blog/how-ai-investigates-aws-alarms https://aiopscrew.com/blog/how-ai-investigates-aws-alarms Tue, 16 Dec 2025 00:00:00 GMT CloudWatch AI Team A deep dive into how our AI agent uses 6 AWS tools to autonomously investigate CloudWatch alarms and provide data-driven troubleshooting. technical aws ai https://aiopscrew.com/blog/introducing-cloudwatch-ai-agent https://aiopscrew.com/blog/introducing-cloudwatch-ai-agent Mon, 15 Dec 2025 00:00:00 GMT CloudWatch AI Team Discover how AI-powered monitoring transforms CloudWatch alarms from simple notifications into actionable intelligence with real-time root cause analysis. announcement aws ai