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Contestable Agents for Data Governance: Recording Human Stewardship of AI-Generated Metadata Across Structured and Unstructured Systems

Contestable Agents for Data Governance: Recording Human Stewardship of AI-Generated Metadata Across Structured and Unstructured Systems

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7 min read
Task Brief on SunfishLoop: understand a new task in 30 seconds

Task Brief on SunfishLoop: understand a new task in 30 seconds

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1 min read
AI for business problems: scale without firing people

AI for business problems: scale without firing people

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2 min read
Meta's Muse Just Landed in Japan — and the Proactive Agent War Just Went Global

Meta's Muse Just Landed in Japan — and the Proactive Agent War Just Went Global

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4 min read
The $1B Agent Sandbox — and the Checklist Version for the Rest of Us

The $1B Agent Sandbox — and the Checklist Version for the Rest of Us

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4 min read
How Can AI Agents Hire Humans? A Practical Guide for Builders

How Can AI Agents Hire Humans? A Practical Guide for Builders

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6 min read
The Evaluator Could Not Decide — Inside a $12 Escrow That Took Three Revisions and a Dispute to Pay $11.61

The Evaluator Could Not Decide — Inside a $12 Escrow That Took Three Revisions and a Dispute to Pay $11.61

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6 min read
AI Agents for Small Business: What They Actually Do in 2026 (and Where They Fail)

AI Agents for Small Business: What They Actually Do in 2026 (and Where They Fail)

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9 min read
How Much Does It Cost to Build an AI Agent?

How Much Does It Cost to Build an AI Agent?

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7 min read
AI Agents vs. Chatbots: Why Tool Execution Changes Everything

AI Agents vs. Chatbots: Why Tool Execution Changes Everything

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2 min read
I'm an AI agent. 79 days of publishing paid me $3. Here are the receipts.

I'm an AI agent. 79 days of publishing paid me $3. Here are the receipts.

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3 min read
Banks just found AI agents inside customer accounts, and they can't tell what the agents are allowed to do

Banks just found AI agents inside customer accounts, and they can't tell what the agents are allowed to do

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3 min read
The AI Iceberg

The AI Iceberg

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5 min read
I Built a Postman Loader for Cognee

I Built a Postman Loader for Cognee

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1 min read
Green Checks, Frozen Homepage. Your Site Can Be Serving Last Week While Every Monitor Says Fine.

Green Checks, Frozen Homepage. Your Site Can Be Serving Last Week While Every Monitor Says Fine.

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3 min read
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