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Contract Intelligence on AWS: Multi-Agent Extraction and Verification with AgentCore

Contract Intelligence on AWS: Multi-Agent Extraction and Verification with AgentCore

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5 min read
I built a Claude Code plugin around a model that only answers yes/no. What worked, what failed, what I measured

I built a Claude Code plugin around a model that only answers yes/no. What worked, what failed, what I measured

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6 min read
Why Your Multi-Agent AI System Needs Governance (Not Just Orchestration)

Why Your Multi-Agent AI System Needs Governance (Not Just Orchestration)

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2 min read
Sentinel-IR: Non-Technical Guide to Saving Millions on AI Agent Operations

Sentinel-IR: Non-Technical Guide to Saving Millions on AI Agent Operations

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6 min read
I built a QEMU sandbox to test if a 4B model (Gemma) can act as an autonomous Linux sysadmin — here are the results (2/3 pass rate)

I built a QEMU sandbox to test if a 4B model (Gemma) can act as an autonomous Linux sysadmin — here are the results (2/3 pass rate)

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2 min read
Your AI Finished the Ticket. Why Is the Feature Still Wrong?

Your AI Finished the Ticket. Why Is the Feature Still Wrong?

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5 min read
The 5 Layers Behind Every AI App

The 5 Layers Behind Every AI App

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5 min read
Constitutional Engineering: What Two Days of a Three-Copy Word List Taught Me About Agent Governance

Constitutional Engineering: What Two Days of a Three-Copy Word List Taught Me About Agent Governance

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5 min read
# When does an AI agent actually earn its cost? I measured it on 100 questions

# When does an AI agent actually earn its cost? I measured it on 100 questions

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5 min read
AI Engineering Is Easy. So How Do We Change How We Work?

Focus on automated gates over prompts

AI Engineering Is Easy. So How Do We Change How We Work?

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Picked as gem Comments 16
9 min read
Uniform INT8 on Recurrent States Is a Default, Not a Decision

Uniform INT8 on Recurrent States Is a Default, Not a Decision

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4 min read
AI Agent 多代理人自動化開發實作:讓 Agents 夜巡,協作開發 SVG 圓形連線工具

AI Agent 多代理人自動化開發實作:讓 Agents 夜巡,協作開發 SVG 圓形連線工具

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3 min read
How to make Claude background agents 3-5x faster and cheaper

How to make Claude background agents 3-5x faster and cheaper

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6 min read
One field in the request made our agent 3x cheaper and 8x faster

One field in the request made our agent 3x cheaper and 8x faster

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7 min read
Your AI brand reviewer should read the cancellation code

Your AI brand reviewer should read the cancellation code

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6 min read
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