Abstract Algorithms
Abstract Algorithms

LearnRoadmapsAI CopilotExploreLibrary
Follow
Abstract Algorithms
Home

Topic

developer tools

3 articles across 2 sub-topics

Sub-topic

Ai Agents

2 articles

Step-by-Step: How to Expose a Skill as an MCP Server

Step-by-Step: How to Expose a Skill as an MCP Server

TLDR: Turn any Python function into a multi-client MCP server in 11 steps โ€” from annotation to Docker. ๐Ÿ“– The Copy-Paste Problem: Why Skills Die at IDE Boundaries A developer pastes their summarize_pr_diff function into a Slack message because thei...

Mar 28, 2026โ€ข26 min read
Headless Agents: Deploy Skills as MCP Servers โ€” Full Guide from Concept to Three Clients

Headless Agents: Deploy Skills as MCP Servers โ€” Full Guide from Concept to Three Clients

TLDR: Build an MCP server once and call it from Cursor, Claude Desktop, and VS Code without rewrites โ€” this guide takes you from a single Python function to a containerized, authenticated, three-clien

Mar 28, 2026โ€ข33 min read

Sub-topic

Llm

1 article

Build vs Buy: Deploying Your Own LLM vs Using ChatGPT, Gemini, and Claude APIs

TLDR: Use the API until you hit $10K/month or a hard data privacy requirement. Then add a semantic cache. Then evaluate hybrid routing. Self-hosting full model serving is only cost-effective at > 50M

Apr 19, 2026โ€ข31 min read

Abstract Algorithms ยท ยฉ 2026 ยท Engineering learning lab