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Why "why did our infra costs jump in Q2?" doesn't fit a graph

Why "why did our infra costs jump in Q2?" doesn't fit a graph

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8 min read
Same DeepSeek V4 Flash, Different Agent: Why the Runtime Changes the Result

Same DeepSeek V4 Flash, Different Agent: Why the Runtime Changes the Result

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2 min read
I Gave Claude Code a Brain. Then I Measured What It Costs to Ask for One.

1,453 agent sessions graded by test execution

I Gave Claude Code a Brain. Then I Measured What It Costs to Ask for One.

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Comments 10
8 min read
Classify the Failure Before the Agent Edits a Test

Classify the Failure Before the Agent Edits a Test

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7 min read
Stop building 'Chatbots' and start building Agentic Workflows

Stop building 'Chatbots' and start building Agentic Workflows

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3 min read
How I Added Low-Token Vision to DeepSeek V4 Flash

How I Added Low-Token Vision to DeepSeek V4 Flash

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6 min read
I Let an AI Chatbot Answer Buyer Questions. It Almost Cost a Deal

I Let an AI Chatbot Answer Buyer Questions. It Almost Cost a Deal

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Comments 9
7 min read
Supercharging AI Coding Agents & Custom Agent Runtimes with Persistent Memory: A Detailed Cookbook

Supercharging AI Coding Agents & Custom Agent Runtimes with Persistent Memory: A Detailed Cookbook

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4 min read
Build a Web Research Multi-Agent System with AG2 and Zenrows

Build a Web Research Multi-Agent System with AG2 and Zenrows

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6 min read
Observability for AI agents without instrumentation: read the transcript

Observability for AI agents without instrumentation: read the transcript

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5 min read
How to Audit Hidden Reminders and Context Usage in Claude Code Logs

How to Audit Hidden Reminders and Context Usage in Claude Code Logs

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20 min read
AI Agent 市场设计:让 Agent 像 App 一样被交易与编排

AI Agent 市场设计:让 Agent 像 App 一样被交易与编排

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2 min read
The Agent Knew It Was Wrong. The System Let It Ship

Shifting gates to tool boundaries cuts failures

The Agent Knew It Was Wrong. The System Let It Ship

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Picked as gem Comments 9
9 min read
Claude Agent SDK vs Claude Code: When To Reach For Which

Claude Agent SDK vs Claude Code: When To Reach For Which

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4 min read
Building AI Agents That Actually Work: What Nobody Tells You

Building AI Agents That Actually Work: What Nobody Tells You

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2 min read
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