https://rmmartins.com/tags/ai-agents/ Recent content in Ai-Agents on Ricardo Martins — Cloud Architecture, Azure, Kubernetes & AI https://rmmartins.com/images/profile.png https://rmmartins.com/images/profile.png Hugo en-US Sun, 09 Aug 2026 22:58:05 -0400 https://rmmartins.com/building-a-personal-ai-assistant-on-azure/ Mon, 03 Aug 2026 10:00:00 -0400 https://rmmartins.com/building-a-personal-ai-assistant-on-azure/ A complete personal AI assistant vertical slice with FastAPI, Azure OpenAI, Azure AI Search, managed identity, approval-gated tools, Container Apps, and Application Insights. https://rmmartins.com/how-mcp-works-the-protocol-connecting-agents-to-the-world/ Wed, 29 Jul 2026 18:00:00 -0400 https://rmmartins.com/how-mcp-works-the-protocol-connecting-agents-to-the-world/ A deep dive into MCP's wire format, JSON-RPC messages, transport layers, capability discovery, and security model, explained for infrastructure engineers who want to understand what's actually on the wire. https://rmmartins.com/agent-governance-microsoft-foundry/ Tue, 28 Jul 2026 10:00:00 -0400 https://rmmartins.com/agent-governance-microsoft-foundry/ How Microsoft Foundry handles identity, RBAC, tool catalogs, and policy enforcement for AI agents at organizational scale. https://rmmartins.com/agentic-watchdog-decision-autonomy-guardrails/ Tue, 14 Jul 2026 10:00:00 -0400 https://rmmartins.com/agentic-watchdog-decision-autonomy-guardrails/ Adding a reasoning layer to the 429 watchdog so it can tell a benign batch spike from a runaway agent, with explicit guardrails. https://rmmartins.com/from-prompt-engineering-to-frontier-company/ Thu, 02 Jul 2026 18:00:00 -0400 https://rmmartins.com/from-prompt-engineering-to-frontier-company/ Models became a commodity. The real differentiator is the system around them: harness engineering, context engineering, governance. How the conversation evolved in 3 years and where we are today. https://rmmartins.com/mcp-and-agents-101-for-infra-engineers/ Wed, 01 Jul 2026 10:00:00 -0400 https://rmmartins.com/mcp-and-agents-101-for-infra-engineers/ What MCP is, how AI agents work, and what changes operationally, explained for infra/SRE engineers with a real AKS example.