Context-First Thinking

Context.Engineering

A blog about context engineering, structuring information for LLMs and AI development. Practice, not theory.

Latest Posts

Jan 24, 2026
Gas Town: Multi-Agent Orchestrator Cheatsheet

Reference guide for Gas Town — a system for parallel management of 20-30 Claude Code agents. Commands, concepts, workflows.

#context-engineering #agents #tooling #claude-code
Jan 23, 2026
Evoidea: A Memetic Algorithm for Ideas

Applying evolutionary algorithms to startup idea generation with AI agents

#context-engineering #ai-agents #ideation
Jan 22, 2026
Loadout: Dependency Management for AI Skills

How to solve skill drift in AI agents. Manifest + lock + symlinks — a pattern from package managers applied to context management.

#context-engineering #agents #skills #tooling
Dec 27, 2025
Claude Code Architecture: Why a Simple Loop Beat Complex Graphs

Breaking down Claude Code architecture based on PromptLayer founder's talk. Why while-loop, Bash, and context management matter more than complex workflows.

#context-engineering #claude-code #agents #architecture
Dec 25, 2025
Semantic Catalog: How Enterprise Teams Engineer Context

Why Text-to-SQL and direct REST API mapping fail, and how a semantic graph of business entities solves the context delivery problem in enterprise.

#context-engineering #mcp #enterprise #semantic-catalog
Dec 20, 2025
Context Engineering: First Steps

Introduction to context engineering — an engineering approach to working with LLMs. Why prompts stop working and what to do about it.

#context-engineering #llm #intro

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