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I handed AI agents almost the whole product. Except one part - and that part is the job

I handed AI agents almost the whole product. Except one part - and that part is the job

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6 min read
Where the guardrail lives

Where the guardrail lives

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2 min read
Micro-compaction: amortizing context compression in agent loops

Micro-compaction: amortizing context compression in agent loops

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5 min read
Spec-driven development with AI agents: constitutions, checkpoints, and handoffs

Spec-driven development with AI agents: constitutions, checkpoints, and handoffs

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5 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
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
Unify AI Reasoning with UI: smoothly Integrate Ontologies with OTF Kits

Unify AI Reasoning with UI: smoothly Integrate Ontologies with OTF Kits

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6 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
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
How to Turn Trip Photos and Metadata into a Self-Contained HTML Story

How to Turn Trip Photos and Metadata into a Self-Contained HTML Story

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18 min read
A month of AI agents in production: July 2026, silence, retries, and phantom events

A month of AI agents in production: July 2026, silence, retries, and phantom events

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8 min read
Your AI Agent Can See, Hear, and Talk. But Can It Feel?

Your AI Agent Can See, Hear, and Talk. But Can It Feel?

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3 min read
Why Your "All-Powerful" Agent Fails — Scene Routing That Splits One Agent into 6 Experts

Why Your "All-Powerful" Agent Fails — Scene Routing That Splits One Agent into 6 Experts

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3 min read
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