Debugging Claude Agents: Loops, Bad Tool Calls, Hallucinated Args (Cowork Plugins Across Enterprise)
Debug Claude agents and Cowork plugins: catch infinite loops, wrong tool calls, and hallucinated arguments before they wreck a run.
8 min read
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Prompt and Context Design for Cowork Plugins
What to put in a Claude Cowork plugin's context and what to leave out: the three context layers, a decision tree, and post-launch tuning.
6 min read
Wiring MCP Servers Into Claude Cowork Plugins
Wire MCP servers into Claude Cowork plugins: scoped auth, strict schemas, legible error handling, and idempotent writes for enterprise tools.
6 min read
Reusable Patterns for Claude Cowork Plugin Design
Code-level patterns for Claude Cowork plugins: narrow skills, progressive disclosure, typed tools, context hygiene, and idempotent writes.
6 min read
Build a Claude Cowork Plugin: Step-by-Step Guide
Build a Claude Cowork plugin from scratch: scope it, lay out the bundle, write the skill, wire an MCP connector, add a sub-agent, and publish.
7 min read
Inside Claude Cowork Plugins: Enterprise Architecture
How Claude Cowork plugins work end to end: skills, MCP connectors, sub-agents, routing, and context isolation across enterprise teams.
8 min read
Showcasing LLM Performance: How Research Papers Present Evaluation Results
Showcasing LLM Performance: How Research Papers Present Evaluation Results
2 min read
Anthropic Accuses DeepSeek, Moonshot, and MiniMax of Large-Scale Distillation Attacks on Claude
Anthropic identifies 24,000 fraudulent accounts generating over 16 million exchanges to extract Claude's capabilities, with MiniMax driving the most traffic.
3 min read
Claude Now Integrates with Google Workspace: Drive, Gmail, and Calendar in One AI
Anthropic connects Claude directly to Google Workspace, enabling AI to read and edit Docs, manage Gmail, and interact with Calendar without leaving the chat interface.
2 min read
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