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Context Engineering

Blog posts related to Context Engineering

Split-screen image: left side shows a figure standing alone in a sparse room facing a single sticky note on a bare wall; right side shows the same figure actively working at a dense investigation board covered in documents, strings, and notes.
AI Workflows

We Ran the Same Experiment Twice. Different Feature, Different Models, Same Winner.

Discover why budget LLMs equipped with full code context consistently outperform flagship coding agents like Claude Code and Gemini CLI in PR generation.

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Isometric diagram showing raw developer sources like Git, Notion, and local files being filtered into a structured LLM context stack with XML tags for task, context, diff, and format.
AI Development Workflows

How to Build an LLM Context Stack: A Practical Playbook for Developers (2026)

Stop dumping raw files into your LLM. Learn how to build a structured LLM context stack covering source selection, token budgeting, privacy, and XML assembly.

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Terminal UI listing token counts for context categories. Gold arrows point to MCP tools and memory files to fix first
AI Development Workflows

Claude Code Token Usage: Cut Context Costs in Half

Reduce Claude Code token usage with 9 high-leverage tactics. Learn how to prune CLAUDE.md, optimize the autocompact buffer, and cut context costs in half.

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