15 articles
Build a high-performance traffic controller. Master 'HAProxy', the industry standard for load balancing. Learn to distribute traffic between multiple web servers, implement 'Sticky Sessions' for user login persistence, and use the 'Stats' dashboard to monitor your traffic flow.
Your secret weapon for scale. How to document your best prompts, workflows, and personas in a personal AI Playbook.
The final tally. Learn how to present your AI success story to stakeholders, calculate the long-term ROI, and decide when to 'Pivot' or 'Scale' your AI initiatives.
Handle the traffic spike. Learn how to use an Nginx container as a 'Reverse Proxy' to distribute incoming requests across multiple app containers.
From one to a thousand. Learn the core concepts of container orchestration: why it's needed for high availability, self-healing, and automated scaling.
More power. Learn how to use the --scale flag to run multiple instances of a service and how Docker Compose manages the load balancing internally.
Handle the scale. Learn how to optimize GitLab CI/CD for environments with hundreds of runners, thousands of developers, and massive data throughput.
Handle the load. Learn how to switch from a 'Main' process to 'Queue Mode' using Redis workers to handle thousands of concurrent automations.
Handling the Peak. Advanced strategies for dealing with Bedrock's rate limits using exponential backoff and request queuing.
Hands-on: Design a deployment strategy for a mission-critical AI agent.
Handling the Load. Understanding Bedrock's rate limits and how to optimize for the fastest response times.
Handling the crowd. How to manage thousands of concurrent agents without crashing your database or hit API limits.
Going horizontal. How to use Nginx or HAProxy to distribute traffic across multiple Ollama servers.
Hands-on: Deployment with Docker Compose. Building a multi-container stack with Ollama and a Web UI.
Understanding the trade-offs of scale. Why a 70B model is smarter than an 8B model, and why you might not want to use it.