Scott Wueschinski — AI & Agentic POVProduction POV on Claude, MCP, agent design, eval harnesses, and the agentic stack — from someone shipping it.https://scottwueschinski.com/AI governance is a logging problem before it's a policy problemhttps://scottwueschinski.com/pov/ai-and-agentic/ai-governance-is-a-logging-problem/https://scottwueschinski.com/pov/ai-and-agentic/ai-governance-is-a-logging-problem/Enterprises write AI policy before they can observe what their agents do. You cannot govern what you do not log. Instrumentation comes first.Wed, 10 Jun 2026 00:00:00 GMTai-governanceai-governanceobservabilityagentic-aieu-ai-actproduction-aiContext engineering is the job prompt engineering pretended to behttps://scottwueschinski.com/pov/ai-and-agentic/context-engineering-is-the-job/https://scottwueschinski.com/pov/ai-and-agentic/context-engineering-is-the-job/Prompt wording barely moves the needle in production. Context assembly does. Here is what actually breaks when you treat the window as a scarce resource.Fri, 29 May 2026 00:00:00 GMTproduction-llm-deploymentcontext-engineeringai-agentsragproduction-llmagent-memoryYour agent doesn't need more tools. It needs fewer.https://scottwueschinski.com/pov/ai-and-agentic/your-agent-needs-fewer-tools/https://scottwueschinski.com/pov/ai-and-agentic/your-agent-needs-fewer-tools/Tool sprawl is the silent killer of agent reliability. Cutting tools, not adding them, is what makes agents production-grade.Wed, 20 May 2026 00:00:00 GMTagent-designagent-designtool-usecontext-engineeringreliabilitymcpEvals, or it's vibeshttps://scottwueschinski.com/pov/ai-and-agentic/evals-or-its-vibes/https://scottwueschinski.com/pov/ai-and-agentic/evals-or-its-vibes/Every production AI agent needs an eval harness. Without one, you're shipping vibes — and you'll only find out when the agent acts on bad data at scale, in production, repeatedly.Wed, 29 Apr 2026 00:00:00 GMTagent-evalsAI AgentsEvalsProduction SystemsCODNMCP is the protocol the agent conversation neededhttps://scottwueschinski.com/pov/ai-and-agentic/mcp-is-the-protocol-the-agent-conversation-needed/https://scottwueschinski.com/pov/ai-and-agentic/mcp-is-the-protocol-the-agent-conversation-needed/Most 'AI agents' fail not because the model is wrong but because the agent has no way to read your data and act on your systems. MCP is the missing layer. Here's why it's the unlock.Wed, 22 Apr 2026 00:00:00 GMTmcp-and-toolsMCPAI AgentsClaudeProduction SystemsWhy Claude Code is the RevOps hire of 2026https://scottwueschinski.com/pov/ai-and-agentic/why-claude-code-is-the-revops-hire-of-2026/https://scottwueschinski.com/pov/ai-and-agentic/why-claude-code-is-the-revops-hire-of-2026/RevOps is becoming a build job. Most teams can't hire fast enough at the new bar. Claude Code closes the gap — if you treat it like a junior engineer, not a chatbot.Wed, 15 Apr 2026 00:00:00 GMTclaude-engineeringAI AgentsClaude CodeRevOpsCODN