Blog
From YAML to Production: Deploying HoloDeck Agents to Azure Container Apps
A step-by-step walkthrough of building and deploying a customer support agent to Azure Container Apps using HoloDeck's new deploy command. No Kubernetes required.
Building a Filesystem + Bash Based Agentic Memory System (Part 1)
Part 1 of a 3-part series exploring how to give agents filesystem and bash access. Research, patterns, and design goals for building a sandboxed execution environment.
How I Reduced My Agent's Token Consumption by 83%
MCP servers are great until you realize you're burning tokens on 16 tool definitions for a simple "hi there". Here's how I implemented Anthropic's tool search pattern in Holodeck.
HoloDeck Samples
Sample agents, prerequisites, and more for getting started with HoloDeck.
HoloDeck Part 2: What's Out There for AI Agents
A look at the current landscape of AI agent platforms - LangSmith, MLflow, PromptFlow, and the major cloud providers. What they do well, what's missing.
HoloDeck Part 1: Why Building AI Agents Feels So Broken
We're building AI agents with ad-hoc tools, fragmented frameworks, and no real methodology. I've been thinking about what's wrong with this picture.
HoloDeck Part 3: How I'm Approaching Agent Development
HoloDeck applies ML principles to agent engineering - YAML configuration, systematic evaluation, CI/CD integration. Here's how it works.