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Stories and insights from the trenches

Practical insights on platform architecture, AI-assisted development, and making deliberate technical choices.

04 | Introducing Lineage MCP

Lineage MCP is a Model Context Protocol server that gives your AI the context it needs when it needs it.

2026-01-06•Matt Peters
Featured image for article: 04 | Introducing Lineage MCP
#AI#MCP#DeveloperTools#LLM#OpenSource#Python

03 | Let your AI load its own context.

Stop manually listing context files in every prompt. A simple slash command lets your AI intelligently load relevant AGENTS.md files and DDRs based on what you're working on. The AI figures out what it needs to read.

2026-01-02•Matt Peters
Featured image for article: 03 | Let your AI load its own context.
#ai#DeveloperWorkflow#CodebaseManagement#AGENTS#SlashCommands#ContextWindow

02 | Let's Talk About DDRs: The Missing Piece in AI-Driven Development

AI makes architectural consistency harder, not easier. Without documented decisions, AI agents make different assumptions every time.

2025-12-05•Matt Peters
Featured image for article: 02 | Let's Talk About DDRs: The Missing Piece in AI-Driven Development
#ai#ddr#documentation#ai-agents#architecture

01 | The Secret to Better AI Coding - AGENTS.md/CLAUDE.md

AI coding assistants work better when they understand your codebase. AGENTS.md/CLAUDE.md files are machine-readable cheat sheets that help AI learn your architecture, patterns, and quirks before touching any code.

2025-11-25•Matt Peters
Featured image for article: 01 | The Secret to Better AI Coding - AGENTS.md/CLAUDE.md
#ai#agents-md#ai-agents#automation#llm-context#ai-workflow#prompt-engineering#claude-code

© 2026 Matt Peters · Senior Software Architect

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