3/ Test-driven development works very well for keeping Claude focused. Write tests, commit them, let Claude implement until they pass.
@alexalbert__
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Explore-Plan-Code Workflow Improves Claude Output Quality
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2/ The explore-plan-code workflow is worth trying. Instead of letting Claude jump straight to coding, have it read files first, make a plan (add "think" for deeper reasoning), then implement. Quality improves dramatically with this approach.
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Claude MD Files: Hidden Gem for Project Context Management
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1/ CLAUDE md files are the main hidden gem. Simple markdown files that give Claude context about your project – bash commands, code style, testing patterns. Claude loads them automatically and you can add to them with # key
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Effective patterns for using Claude Code at Anthropic
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We wrote up what we've learned about using Claude Code internally at Anthropic. Here are the most effective patterns we've found (many apply to coding with LLMs generally):
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Research Beta and Google Workspace Integration Now Available
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Research is available in beta for Max, Team, and Enterprise plans in the US, Japan, and Brazil. The Google Workspace integration is now available for all paid plans. Go try them out: https://
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Claude.ai Launches Google Integration and Research Features
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We've added two major features to claude dot ai today that have been 10x productivity boosts for me: – Google Docs, Calendar, and Gmail integration
– Research – our first step toward an agentic researching agent Most of today's AI research tools fall into two extremes: instant -

Claude Code Parallel Development with Git Worktrees
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Most underrated feature in Claude Code is the ability to spin up like 5 Claude Code instances at once using Git worktrees and have them all tackle different parts of your project in parallel Legitimately feels like commanding an army of software engineers
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Anthropic Quickstarts GitHub Repository Agents Section
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https://
github.com/anthropics/ant
hropic-quickstarts/tree/main/agents
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New LLM Agent Quickstart with MCP Tools and Context Management
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We just published a new quickstart – a minimal implementation of an LLM agent with MCP tools, loops, context management, based off principles from our Building Effective Agents blog post. Very helpful if you're trying to learn what an agent actually looks like in code!
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Anthropic Launches Claude Max Plan with Premium Features and Benefits
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We just launched the Max plan for Claude. $200/month, extremely high rate limits (20x pro), priority responses during periods of heavy traffic, and early access to new experimental features. Lots more fun benefits for Max users on the way, stay tuned.