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Vibe Coding & Context Engineering

Tutorials, guides, and deep dives on context engineering for AI-assisted development.

10 articles

pulse·intermediate·11 min

Surfing the Models, an Outsider View on Claude Code

Vaibhav Gupta calls Claude Code's team a compiler. Dex Horthy says exhaust the first while loop first. The contrarian view that matches the data.

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tools·intermediate·12 min

Claude Code Memory, How /memory and CLAUDE.md Actually Work

Claude Code memory has three layers: user-level, project-level, and Memory.md scratchpad. Here's how Boris, Cat, and Thariq actually use each one.

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foundations·intermediate·10 min

Model Context Protocol Guide for Practical Vibe Coding

Learn how Model Context Protocol connects AI coding tools to systems, with clear examples of servers, transports, permissions, and a practical first project.

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tools·intermediate·10 min

Copilot Instructions Guide for Consistent Repository Work

Configure copilot-instructions.md with useful repository guidance, scoped examples, loading checks, and a maintenance method that prevents conflicting AI rules.

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foundations·intermediate·10 min

AGENTS.md Guide with Examples Your Coding Agent Can Use

Write a useful AGENTS.md with practical examples, scoped instructions, verification steps, and maintenance habits that keep AI coding guidance clear and useful.

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build·intermediate·12 min

The Decision Log Pattern That Stops AI Re-Litigating Choices

The decision log pattern explained. How a DECISIONS.md file stops your AI from re-proposing rejected libraries, what to write in it, and how to adopt it.

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build·intermediate·11 min

How to Manage Context Budgets Across Multi-File Projects

Context budgets explained for AI coding. Token math for a real Next.js plus Supabase project, what to keep, summarize, drop, and how to keep quality high.

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foundations·beginner·12 min

Why Your AI Coder Has Amnesia and the Memory Layer Fix

AI coder forgetting your decisions every session? The memory layer explained, why it matters, and the practical files and tools that finally fix it now.

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foundations·intermediate·10 min

Why Context Engineering Replaced Prompt Engineering in 2026

Context engineering vs prompt engineering. Why the field shifted, what each discipline still owns, and when each one actually moves output quality in 2026.

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foundations·beginner·11 min

What Is Context Engineering and Why It Matters in 2026

Context engineering controls what your AI coder sees at every step. Learn the four pillars, why it replaces prompt engineering, and how to start in 2026.

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