---
title: "Posts about mcp | Speedscale"
description: "Browse posts in the mcp category."
canonical: "https://speedscale.com/blog/category/mcp/"
---

# Posts about mcp

Browse 2 posts in this category

[![Refactor Safely with AI: Using MCP and Traffic Replay to Validate Code Changes](https://speedscale.com/_astro/image1.CJf1NdOt_3ODDe.webp)](https://speedscale.com/blog/ralph-wiggum-loop-traffic-replay-mcp/)

Jan 29, 2026

### [Refactor Safely with AI: Using MCP and Traffic Replay to Validate Code Changes](https://speedscale.com/blog/ralph-wiggum-loop-traffic-replay-mcp/)

Use traffic replay via MCP to create a tight feedback loop for AI coding agents, preventing hallucinated success by validating against immutable.

[Developer Productivity](https://speedscale.com/blog/category/developer-productivity/) [MCP](https://speedscale.com/blog/category/mcp/) [Traffic Replay](https://speedscale.com/blog/category/traffic-replay/) [AI/ML](https://speedscale.com/blog/category/ai/ml/)

[by Matt LeRay](https://speedscale.com/blog/author/matt-leray/)

Jan 11, 2026

### [Let Your LLM Debug Using Production Recordings](https://speedscale.com/blog/observability-with-mcp/)

Connect an MCP server to your LLM coding assistant so it can pull real production data on demand, validate its assumptions.

[Observability](https://speedscale.com/blog/category/observability/) [Developer Productivity](https://speedscale.com/blog/category/developer-productivity/) [MCP](https://speedscale.com/blog/category/mcp/)

[by Matt LeRay](https://speedscale.com/blog/author/matt-leray/)

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