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Effective context engineering for AI agents
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
AGENTS.md
AGENTS.md is a simple, open format for guiding coding agents. Think of it as a README for agents.
GitHub - humanlayer/12-factor-agents at sidebar
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? - GitHub - humanlayer/12-factor-agents at sidebar
Context Engineering | Meetup
"Context engineering is the delicate art and science of filling the context window with just the right information for the next step" - Andrej KarpathyLearn about tools, frameworks, and code that is in service of context engineering from practitioners in this space.Dive into the set of strategies fo
yzfly/awesome-context-engineering
A curated collection of resources, papers, tools, and best practices for Context Engineering in AI agents and Large Language Models (LLMs).
dex on Twitter / X
👇 a curated superthread of resources to get the most out of coding agents, advanced context engineering, research/plan/implement, and more pic.twitter.com/AEbMoxd65z— dex (@dexhorthy) December 8, 2025
Luke Wroblewski on Twitter / X
If context engineering is the new hotness for engineering, context management is the new UI hotness/challenge for designers. pic.twitter.com/iXNTYnVRIi— Luke Wroblewski (@LukeW) July 10, 2025
Context Engineering
Context engineering strategies for AI agents: write, select, compress, and isolate context to optimize performance and manage long-running tasks.
How coding agents work - Agentic Engineering Patterns
How coding agents work - Agentic Engineering Patterns
Same Model, Different Results: Why Coding Agents Aren't Interchangeable
Reverse-engineering Claude Code reveals why it performs differently from other agents that use the same Anthropic models. The answer lies in sophisticated context engineering and tool orchestration hidden beneath the surface.
User & Agents (@userandagents.org)
We are a community focused on shaping the future of user-agent systems. Our goal is to empower people by designing and building software that provides agency, control, and choice in our digital lives. https://userandagents.org
Framer Blog: Building Agents for Framer
A detailed look at what we learned while building design agents, from canvas-native workflows and CMS to quality, collaboration, speed, cost, community, and external agents.
Background Coding Agents: Context Engineering (Honk, Part 2) | Spotify Engineering
This is part 2 in our series about Spotify's journey with background coding agents (internal codename: “Honk”) and the future of large-scale software maintenance. See also , , and .
Context Engineering Guide – Nextra
A Comprehensive Overview of Prompt Engineering
The Picture They Paint of You
Musings on the way we frame Coding Assistants, AI SREs, and what this communicates in terms of how these roles are perceived.
Staff engineer shows AI spec-driven development workflow