Engineering Manager / Technical Lead
A topic hub collecting every article tagged MCP. Use it to explore related posts and follow this theme across the site.
19 articles
Chrome now ships an on-device LLM, WebMCP lets your pages expose tools to agents, and MCP Apps standardizes interactive tool-result UI. Here's how the three fit together, what the benchmarks say, and how to build an inline copilot today.
Modern production apps require many layers to maintain. A prompt-first repository adds instructions, skills, MCP, and bounded loops so agents can move faster without bypassing reliability controls.
A source-backed guide to composing MCP servers into triage and debug skills: the first-party server landscape, four composition patterns, least-privilege scoping, and the context-bloat tax that quietly breaks agents.
A practical guide to the full vibe-coding loop — explore with Ask mode and OpenSpec, install skills, generate with Plan mode or spec-driven tools, review with Bugbot and /simplify, verify in the browser with Playwright MCP, deploy with MCP, and capture lessons in custom skills.
A technical follow-up for engineers choosing embeddings, vector stores, rerankers, caches, and eval libraries for production MCP + RAG over public app data — with benchmark-backed comparisons and three reference stacks.
A practical guide for engineers and PMs who want to expose public app data safely through MCP and RAG — with allowlists, caching, cost controls, and a production checklist.
A practical guide for engineers and PMs on when to build general-purpose horizontal agents, when to invest in domain-specific vertical agents, and how loop engineering differs for each—including hybrid architectures that route across both.
The MCP 2026-07-28 release candidate removes the initialize handshake and session IDs, mandates routing headers, and hardens OAuth. Here is what changes on the wire and how to migrate a remote server before the final spec ships.
A practical guide to Auth0 Client ID Metadata Documents, Auth for MCP, on-behalf-of token exchange, and secure agent access patterns for modern web apps.
A practical guide to using OpenFGA for fine-grained authorization in SaaS apps, MCP servers, workflow agents, and agent orchestrators.
AI agents are the new crawlers. Learn how to signal discoverability, serve machine-readable content, control bot access, and expose capabilities through MCP — with practical code examples.
A practical guide for engineers and PMs on how to lead fast iteration cycles for agentic systems, design useful sandbox UIs and APIs, and graduate the best prototypes into production experiments and real betas.
A practical guide to A2UI with real deployments, official sample patterns, and complete code examples that take you from a static renderer to server-driven, interactive agent UI.
Agent UI is becoming its own stack. Here's how ChatKit, A2UI, and MCP Apps fit together, where plain chat breaks down, and how to design structured interaction surfaces that actually help users get work done.
How AI-assisted engineering workflows mature from a simple system prompt into skills, MCP tools, and full plugins — with real engineering examples at every stage.
Walk through building a minimal MCP server in Go that authenticates users via Auth0 using OAuth 2.0, JWT verification, and the MCP Go SDK.
A deep dive into LangWatch MCP Server — from basic setup to legendary architectural patterns for test-driven AI development and production inference monitoring.
A comprehensive, multi-level deep dive into testing and quality assurance for modern AI-powered systems — from static web apps to agentic pipelines and MCP servers — using LiteLLM, LangWatch, Agno, AgentOS, and the Claude Agent SDK.
Learn how to connect Claude Code to Roblox Studio via MCP and go from spawning your first part to automating full game systems — with practical examples at every level.
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