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Anthropic AI assistant

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MCP Was a Mistake. Here Are 200,000 Tokens That Prove It.

MCP Was a Mistake. Here Are 200,000 Tokens That Prove It.

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4 min read
How to Add Card Fraud Detection to Your AI Agent (in About 5 Minutes)

How to Add Card Fraud Detection to Your AI Agent (in About 5 Minutes)

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5 min read
Seven States Your Coding-Agent Monitor Must Not Confuse

Seven States Your Coding-Agent Monitor Must Not Confuse

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3 min read
A Stop Hook Is an Event, Not a Dashboard

A Stop Hook Is an Event, Not a Dashboard

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3 min read
Level 100: Claude foundations

Level 100: Claude foundations

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2 min read
I Gave an AI Agent $0 and Told It to Build a Business. Here's What It Did First.

I Gave an AI Agent $0 and Told It to Build a Business. Here's What It Did First.

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4 min read
MCP Just Went Stateless and "Broke" Half the Ecosystem: Here Is My Fix

Hidden breaking imports and payload bloat risks

MCP Just Went Stateless and "Broke" Half the Ecosystem: Here Is My Fix

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5 min read
Building AI Agents with Claude on AWS Bedrock: The Easy Way

Building AI Agents with Claude on AWS Bedrock: The Easy Way

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4 min read
I built a Claude Code plugin that tells you to slow down or push before your quota runs out

I built a Claude Code plugin that tells you to slow down or push before your quota runs out

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2 min read
🛠️ Agent Toolkit for AWS: How to Give Your AI Agent 15,000 AWS APIs — and Still Sleep at Night

🛠️ Agent Toolkit for AWS: How to Give Your AI Agent 15,000 AWS APIs — and Still Sleep at Night

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14 min read
I run 5 Claude Code CLIs from one control plane. Here's the plumbing.

I run 5 Claude Code CLIs from one control plane. Here's the plumbing.

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10 min read
Opus 5: Review bottleneck

Opus 5: Review bottleneck

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7 min read
Benchmarking Gemini 2.5 Flash vs 3.1 Flash-Lite vs Gemma 4 with LLM judge (Claude Fable 5)

Benchmarking Gemini 2.5 Flash vs 3.1 Flash-Lite vs Gemma 4 with LLM judge (Claude Fable 5)

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3 min read
Claude Prompt Caching: Why Agent Loops Miss the 20-Block Lookback

Claude Prompt Caching: Why Agent Loops Miss the 20-Block Lookback

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7 min read
Brancher Kimi K3 dans une boucle agentique : les 4 trucs qui ont cassé

Brancher Kimi K3 dans une boucle agentique : les 4 trucs qui ont cassé

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5 min read
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