#mcp#ai#agents#llm
Beyond The Single-Agent Ceiling: Scale Out With MCP Agent Teams
Most people's experience with AI is a conversation with one assistant. ChatGPT, Claude, and similar...
Guy17 min read
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Guy
Chief Engineering in a stealth AI company and an AWS AI Hero
Articles by @guyernest
Browse the latest writing surfaced through DevArt.
Guy17 min read
#agents#ai#architecture#mcp
Build MCP Servers Before Agents: The Enterprise Shift AI Teams Need
A team builds a support agent in an agent framework. Another team builds a finance agent. A third...
Guy13 min read
11 MCP Mistakes That Hold Back Real AI Use Cases
A team starts with a simple goal: "Let our AI assistant answer questions about customer...
Guy16 min read
#mcp#ai#security
Security for MCP Servers: Governed Access Beats Uploading Spreadsheets to ChatGPT
An analyst exports a spreadsheet with customer data, uploads it into a generic AI chat, asks for a...
Guy12 min read
#mcp#ai#llm#rust
Code Mode for MCP: The Long-Tail Escape Hatch, Not the Front Door
Your MCP server has 12 good tools. Business users are getting value. Then someone asks for a request...
Guy25 min read
#mcp#ai#llm#rust
Testing MCP Servers: The Five Gates Between Demo and Production
"MCP servers should be tested similarly to web and mobile applications." By the end of this...
Guy18 min read
#mcp#ai#rust#llm
MCP Prompts and Resources: The Primitives You're Not Using
Your user asks for a weekly sales report. The LLM has four tools available: querying the database,...
Guy23 min read
#mcp#rust#ai#llm
MCP Tool Design: Why Your AI Agent Is Failing (And How to Fix It)
The Reports of MCP's Death Have Been Greatly Exaggerated Scroll through developer forums...
Guy28 min read
#bigdata#aws#architecture
Building a Successful Modern Data Analytics Platform in the Cloud
I worked with dozens of companies migrating their legacy data warehouses or analytical databases to t...
Guy11 min readAdvertisement