<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>MCP on Vadzim Belski — AI Research &amp; Engineering</title><link>https://belski.me/tags/mcp/</link><description>Recent content in MCP on Vadzim Belski — AI Research &amp; Engineering</description><generator>Hugo</generator><language>en</language><lastBuildDate>Sun, 24 May 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://belski.me/tags/mcp/index.xml" rel="self" type="application/rss+xml"/><item><title>Claude Certified Architect – Foundations: My Certification Journey and Preparation Path</title><link>https://belski.me/blog/claude_certified_architect_foundations_my_certification_journey_and_preparation_path/</link><pubDate>Sun, 24 May 2026 00:00:00 +0000</pubDate><guid>https://belski.me/blog/claude_certified_architect_foundations_my_certification_journey_and_preparation_path/</guid><description>&lt;p&gt;On May 20, 2026 I passed the &lt;strong&gt;Claude Certified Architect – Foundations&lt;/strong&gt; exam. The certificate landed in my inbox shortly after, with a verification URL on Skilljar and a six-month validity window. The credential itself is just a PNG. The journey behind it is what I want to talk about, because the exam is not what most people expect when they hear "AI certification." It is not a quiz about prompt templates and parameter names. It is a brutally practical test of whether you can &lt;em&gt;architect&lt;/em&gt; systems with Claude — and most of the questions are designed in a way that will not reward you for memorizing documentation.&lt;/p&gt;</description></item><item><title>Claude Certified Architect — Foundations</title><link>https://belski.me/publications/claude-certified-architect-foundations/</link><pubDate>Wed, 20 May 2026 00:00:00 +0000</pubDate><guid>https://belski.me/publications/claude-certified-architect-foundations/</guid><description>&lt;p&gt;&lt;strong&gt;Issued by:&lt;/strong&gt; Anthropic, PBC
&lt;strong&gt;Credential:&lt;/strong&gt; Claude Certified Architect – Foundations
&lt;strong&gt;Certificate No.:&lt;/strong&gt; v9axz9t5re5n
&lt;strong&gt;Valid:&lt;/strong&gt; May 20, 2026 – Nov. 20, 2026
&lt;strong&gt;Verify:&lt;/strong&gt; &lt;a href="https://verify.skilljar.com/c/v9axz9t5re5n"&gt;verify.skilljar.com/c/v9axz9t5re5n&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;The &lt;strong&gt;Claude Certified Architect – Foundations&lt;/strong&gt; is Anthropic&amp;rsquo;s official credential for solution architects who design and ship production applications with Claude. The exam validates practical judgment — not just conceptual knowledge — across the four core technologies that build production-grade Claude systems:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Claude Agent SDK&lt;/strong&gt; — agentic loops, subagent orchestration via the &lt;code&gt;Task&lt;/code&gt; tool, hooks (&lt;code&gt;PostToolUse&lt;/code&gt;), &lt;code&gt;stop_reason&lt;/code&gt; handling, and session management with &lt;code&gt;fork_session&lt;/code&gt; / &lt;code&gt;--resume&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Claude Code&lt;/strong&gt; — &lt;code&gt;CLAUDE.md&lt;/code&gt; configuration hierarchy, &lt;code&gt;.claude/rules/&lt;/code&gt; with YAML path-scoped glob patterns, project-scoped slash commands and skills (&lt;code&gt;context: fork&lt;/code&gt;, &lt;code&gt;allowed-tools&lt;/code&gt;), plan mode, and CI integration with &lt;code&gt;-p&lt;/code&gt; / &lt;code&gt;--output-format json&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Model Context Protocol (MCP)&lt;/strong&gt; — tool interface design, structured error responses (&lt;code&gt;isError&lt;/code&gt;, &lt;code&gt;errorCategory&lt;/code&gt;, &lt;code&gt;isRetryable&lt;/code&gt;), tool distribution and &lt;code&gt;tool_choice&lt;/code&gt; configuration, and server scoping (&lt;code&gt;.mcp.json&lt;/code&gt; vs &lt;code&gt;~/.claude.json&lt;/code&gt;).&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Claude API&lt;/strong&gt; — &lt;code&gt;tool_use&lt;/code&gt; with JSON schemas for guaranteed structured output, &lt;code&gt;tool_choice&lt;/code&gt; options (&lt;code&gt;auto&lt;/code&gt; / &lt;code&gt;any&lt;/code&gt; / forced), the Message Batches API, and context window management strategies.&lt;/li&gt;
&lt;/ul&gt;
&lt;h3 id="exam-domains-and-weightings"&gt;Exam Domains and Weightings&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Domain 1: Agentic Architecture &amp;amp; Orchestration&lt;/strong&gt; (27%)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Domain 2: Tool Design &amp;amp; MCP Integration&lt;/strong&gt; (18%)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Domain 3: Claude Code Configuration &amp;amp; Workflows&lt;/strong&gt; (20%)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Domain 4: Prompt Engineering &amp;amp; Structured Output&lt;/strong&gt; (20%)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Domain 5: Context Management &amp;amp; Reliability&lt;/strong&gt; (15%)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Scored 100–1,000 (passing 720), the exam draws from six production scenarios — customer support agents, Claude Code in development, multi-agent research pipelines, developer productivity tooling, CI/CD review automation, and structured data extraction — and tests architectural tradeoffs in each.&lt;/p&gt;</description></item></channel></rss>