https://roygabriel.dev/tags/Roy Gabriel: DevOps Architect & Applied AI Engineer. Technical blog on Go, MCP servers, Kubernetes, and production AI systems.Hugo -- gohugo.ioen-usFri, 27 Feb 2026 03:18:04 +0000https://roygabriel.dev/tags/agent-swarms/Thu, 26 Feb 2026 13:00:00 -0500https://roygabriel.dev/tags/agent-swarms/https://roygabriel.dev/tags/ai/Thu, 26 Feb 2026 13:00:00 -0500https://roygabriel.dev/tags/ai/https://roygabriel.dev/tags/cruvero/Thu, 26 Feb 2026 13:00:00 -0500https://roygabriel.dev/tags/cruvero/https://roygabriel.dev/tags/engineering/Thu, 26 Feb 2026 13:00:00 -0500https://roygabriel.dev/tags/engineering/https://roygabriel.dev/tags/future-of-coding/Thu, 26 Feb 2026 13:00:00 -0500https://roygabriel.dev/tags/future-of-coding/https://roygabriel.dev/tags/llm/Thu, 26 Feb 2026 13:00:00 -0500https://roygabriel.dev/tags/llm/https://roygabriel.dev/tags/software-architecture/Thu, 26 Feb 2026 13:00:00 -0500https://roygabriel.dev/tags/software-architecture/https://roygabriel.dev/tags/agents/Mon, 16 Feb 2026 12:00:00 -0500https://roygabriel.dev/tags/agents/<p>Agent systems become production systems the moment they can call tools. This tag groups posts on building agents that keep working under load and under adversarial inputs.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/blog/llm-development-guide/">LLM Development Guide</a> </li> <li><a href="https://roygabriel.dev/blog/mcp-servers-production-hardening-go/">MCP Servers in Production (Go)</a> </li> </ul><p>Agent systems become production systems the moment they can call tools. This tag groups posts on building agents that keep working under load and under adversarial inputs.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/blog/llm-development-guide/">LLM Development Guide</a> </li> <li><a href="https://roygabriel.dev/blog/mcp-servers-production-hardening-go/">MCP Servers in Production (Go)</a> </li> </ul>https://roygabriel.dev/tags/software-engineering/Mon, 16 Feb 2026 12:00:00 -0500https://roygabriel.dev/tags/software-engineering/https://roygabriel.dev/tags/workflow/Mon, 16 Feb 2026 12:00:00 -0500https://roygabriel.dev/tags/workflow/https://roygabriel.dev/tags/go/Thu, 12 Feb 2026 19:25:00 -0500https://roygabriel.dev/tags/go/<p>Go is my default for production systems that need predictable performance, simple deploys, and strong operational behavior.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/blog/mcp-servers-production-hardening-go/">MCP Servers in Production: Hardening, Backpressure, and Observability (Go)</a> </li> <li><a href="https://roygabriel.dev/projects/">Projects</a> </li> </ul><p>Go is my default for production systems that need predictable performance, simple deploys, and strong operational behavior.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/blog/mcp-servers-production-hardening-go/">MCP Servers in Production: Hardening, Backpressure, and Observability (Go)</a> </li> <li><a href="https://roygabriel.dev/projects/">Projects</a> </li> </ul>https://roygabriel.dev/tags/kubernetes/Thu, 12 Feb 2026 19:25:00 -0500https://roygabriel.dev/tags/kubernetes/<p>Kubernetes is where systems earn their reliability. This tag groups posts focused on operating and hardening real workloads.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/projects/">Projects</a> </li> <li><a href="https://roygabriel.dev/blog/">Blog</a> </li> </ul><p>Kubernetes is where systems earn their reliability. This tag groups posts focused on operating and hardening real workloads.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/projects/">Projects</a> </li> <li><a href="https://roygabriel.dev/blog/">Blog</a> </li> </ul>https://roygabriel.dev/tags/mcp/Thu, 12 Feb 2026 19:25:00 -0500https://roygabriel.dev/tags/mcp/<p>MCP (Model Context Protocol) turns AI systems into tool-using systems. In production, that means treating tool calls as untrusted inputs, enforcing budgets, and instrumenting everything.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/blog/mcp-servers-production-hardening-go/">MCP Servers in Production: Hardening, Backpressure, and Observability (Go)</a> </li> <li><a href="https://roygabriel.dev/projects/">Projects</a> </li> </ul><p>MCP (Model Context Protocol) turns AI systems into tool-using systems. In production, that means treating tool calls as untrusted inputs, enforcing budgets, and instrumenting everything.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/blog/mcp-servers-production-hardening-go/">MCP Servers in Production: Hardening, Backpressure, and Observability (Go)</a> </li> <li><a href="https://roygabriel.dev/projects/">Projects</a> </li> </ul>https://roygabriel.dev/tags/multi-agent/Thu, 12 Feb 2026 19:25:00 -0500https://roygabriel.dev/tags/multi-agent/https://roygabriel.dev/tags/production-systems/Thu, 12 Feb 2026 19:25:00 -0500https://roygabriel.dev/tags/production-systems/https://roygabriel.dev/tags/temporal/Thu, 12 Feb 2026 19:25:00 -0500https://roygabriel.dev/tags/temporal/<p>Temporal is a strong fit for workflows that must survive restarts, partial failures, and long-running automation. I use it as a durability layer for agent workflows and infrastructure automation.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/blog/llm-development-guide/">LLM Development Guide</a> </li> <li><a href="https://roygabriel.dev/projects/">Projects</a> </li> </ul><p>Temporal is a strong fit for workflows that must survive restarts, partial failures, and long-running automation. I use it as a durability layer for agent workflows and infrastructure automation.</p> <p>Start here:</p> <ul> <li><a href="https://roygabriel.dev/blog/llm-development-guide/">LLM Development Guide</a> </li> <li><a href="https://roygabriel.dev/projects/">Projects</a> </li> </ul>https://roygabriel.dev/tags/architecture/Sat, 07 Feb 2026 09:00:00 -0500https://roygabriel.dev/tags/architecture/https://roygabriel.dev/tags/delivery/Sat, 07 Feb 2026 09:00:00 -0500https://roygabriel.dev/tags/delivery/https://roygabriel.dev/tags/devops/Sat, 07 Feb 2026 09:00:00 -0500https://roygabriel.dev/tags/devops/https://roygabriel.dev/tags/enterprise/Sat, 07 Feb 2026 09:00:00 -0500https://roygabriel.dev/tags/enterprise/https://roygabriel.dev/tags/platform-engineering/Sat, 07 Feb 2026 09:00:00 -0500https://roygabriel.dev/tags/platform-engineering/https://roygabriel.dev/tags/reliability/Sat, 07 Feb 2026 09:00:00 -0500https://roygabriel.dev/tags/reliability/https://roygabriel.dev/tags/apis/Sun, 01 Feb 2026 10:00:00 -0500https://roygabriel.dev/tags/apis/https://roygabriel.dev/tags/cloud-native/Sun, 01 Feb 2026 10:00:00 -0500https://roygabriel.dev/tags/cloud-native/https://roygabriel.dev/tags/cost/Sun, 01 Feb 2026 10:00:00 -0500https://roygabriel.dev/tags/cost/