moved repl-skill article to blogs

This commit is contained in:
kanungle
2026-03-05 14:10:46 -08:00
parent 8f04c55fce
commit 7b678f117f
8 changed files with 10 additions and 7 deletions
@@ -1,14 +1,17 @@
---
title: "Two Approaches to Helping AI Agents Use Your API (And Why You Need Both)"
short_description: "Mintlify's skill.md and Armin Ronacher's REPL-first MCP solve different failure modes. Together, they define how agents should interact with developer tools."
description: "Two emerging patterns for agent-assisted development: static knowledge files and dynamic tool access. How they complement each other using Qdrant as a case study."
preview_dir: /articles_data/skill-md-meets-repl/preview
social_preview_image: /articles_data/skill-md-meets-repl/preview/social_preview.jpg
author: Thierry Damiba
draft: false
slug: skill-md-meet-repl
description: "Two emerging patterns for agent-assisted development: static knowledge files and dynamic tool access. How they complement each other using Qdrant as a case study."
short_description: "Mintlify's skill.md and Armin Ronacher's REPL-first MCP solve different failure modes. Together, they define how agents should interact with developer tools."
preview_image: /blog/skill-md-meets-repl/repl-skill.png
social_preview_image: /blog/skill-md-meets-repl/repl-skill.png
date: 2026-01-28T00:00:00-08:00
weight: -200
category: rag-and-genai
author: Thierry Damiba
featured: true
tags:
- agents
- blog
---
AI coding agents fail in predictable ways when working with APIs. Two recent approaches from Mintlify and Armin Ronacher attack different failure modes. Understanding both reveals something useful about how agents should interact with developer tools.
Binary file not shown.

Before

Width:  |  Height:  |  Size: 2.0 MiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 50 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 40 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 312 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 137 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 118 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.3 MiB