Tag: infrastructure
All the articles with the tag "infrastructure".
-
The Enterprise MCP Pattern: Proxy, Aggregate, Host
There are 58 public MCP servers in the awslabs catalog covering cloud infrastructure, databases, AI/ML, and ops tooling. Here's the enterprise pattern: proxy them locally, then host the proxy behind a gateway so every developer in your org gets them without setup.
-
The Meta-Tool Pattern: Teaching Your Agent to Discover Its Own Tools
The MCP token tax has a fix. The solution isn't fewer tools — it's a smarter way to load them. Here's the pattern.
-
Build vs. Buy for AI Knowledge Infrastructure: Capability First, Cost Second
SaaS platforms auto-generate MCP servers. But auto-generated MCP does text search. If your use case requires metadata-filtered retrieval, you're comparing different architectures — not different feature sets. Capability first, cost second.
-
Docs-as-Code Is Now the Standard for Knowledge Distribution
Engineering teams have used docs-as-code for a decade. In 2025, AI closed both the write path and the read path — contribution friction dropped to zero, and MCP plus llms.txt made knowledge retrievable at the point of work. For the first time, GTM and knowledge teams can match engineering velocity for maintaining artifacts. Docs-as-code is no longer an engineering practice. It's the de facto standard.
-
How This Site Is Built
The stack behind artificialcuriositylabs.ai: Astro on S3 + CloudFront, DNS on Cloudflare, email forwarding via SES, and an AI-readable content layer. Every decision explained.
-
llms.txt — Making Your Site Navigable by Agents
HTML was designed for browsers. llms.txt is the interface layer that makes your site a first-class citizen in agent workflows — discoverable, consumable, and citable in a single request.
-
What Is an Agent Harness — The Infrastructure That Makes Agents Actually Work
The industry talks about models. Which one is smartest. Which benchmark score is highest. That conversation misses the point. The model is the brain. Without a body, a brain sits in a jar.
-
Claude Code Has Native OpenTelemetry. Almost Nobody Knows.
Claude Code ships with a full OTel SDK that's off by default — here's how to turn it on, run a local Prometheus/Grafana stack, and actually see what your sessions are doing.