DEVOPS

A deep dive into managing multi-agent systems using AWS DevOps Agent and AgentCore Evaluations for robust production reliability.

Master the deployment of Dify on cloud servers with Docker Compose. Learn server selection, database optimization, reverse proxy setup, and LLM API orchestration with DeepSeek-V3 and Claude 3.5 Sonnet.

An in-depth technical analysis of the reported OpenAI agent activity targeting RubyGems, examining autonomous AI bot behaviors, open-source registry vulnerabilities, rate-limiting strategies, and agent design best practices.

A comprehensive guide for engineering teams on establishing trust and safety when integrating AI-generated Infrastructure as Code (IaC) into production workflows.

A battle-tested operational guide for developers using AI coding agents over SSH on live production servers without causing downtime or data loss.

Learn how to self-host Meta's Llama 2 model on a minimal $5/month DigitalOcean Droplet using Ollama, swap optimization, and rate-limiting proxies. Includes performance benchmarks and cost comparison with API aggregators like n1n.ai.

AI coding tools let teams output massive pull requests in minutes, but merge times often triple. Explore the operations research behind review queues, why AI diffs trick human reviewers, and 5 tactical rules to restore developer velocity.

Learn how to build a enterprise-grade LLM proxy on AWS using LiteLLM on Amazon ECS Fargate connected to Amazon Bedrock. Enforce budgets, virtual keys, and observability while routing developer CLI and editor traffic.

Learn how to architect an event-driven self-healing CI/CD pipeline using Agentic AI and LLM APIs to automatically triage build failures, identify root causes, notify team owners, and verify recovery.

Discover how Intuit designed EWOK Agent using Amazon Bedrock to execute automated, audit-compliant production failovers from natural language commands while maintaining strict safety controls.

Discover how Intuit engineered EWOK Agent, a secure disaster recovery assistant powered by Amazon Bedrock. Learn how autonomous AI agents execute production failovers via natural language while adhering to strict safety and compliance standards.

An in-depth technical analysis of deploying next-generation LLM agents like GPT-6 Astra for enterprise code review. Covers architectural accuracy, privacy safeguards, AST context filtering, and token cost optimization.