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AI Agents Don't Need Better Models. They Need Better Memory. Here's the Proof.

Hermes Agent Challenge Submission

AI Agents Don't Need Better Models. They Need Better Memory. Here's the Proof.

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4 min read
17 Weeks Running 7 Autonomous AI Agents in Production — Real Lessons and Real Numbers

17 Weeks Running 7 Autonomous AI Agents in Production — Real Lessons and Real Numbers

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2 min read
Claude Code routines turn AI coding from an assistant into an execution layer

Claude Code routines turn AI coding from an assistant into an execution layer

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2 min read
From Blender Demos to Agent Toolchains: Why Terminal Skills Matter

From Blender Demos to Agent Toolchains: Why Terminal Skills Matter

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6 min read
Building a Voice-Controlled Local AI Agent: Architecture, Models, and Lessons Learned

Building a Voice-Controlled Local AI Agent: Architecture, Models, and Lessons Learned

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10 min read
How to Ship AI Agents That Work in Production

How to Ship AI Agents That Work in Production

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8 min read
The data every AI agent needs but nobody sells cleanly — and what you can build on top of it

The data every AI agent needs but nobody sells cleanly — and what you can build on top of it

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5 min read
I Built an AI Agent to Do My Pre-Refinement. It Turned Into a Mirror of How We Wrote Tickets.

I Built an AI Agent to Do My Pre-Refinement. It Turned Into a Mirror of How We Wrote Tickets.

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10 min read
Claude Code · Codex CLI · Gemini CLI · OpenClaw · Hermes Agent 與 Agenvoy 比較

Claude Code · Codex CLI · Gemini CLI · OpenClaw · Hermes Agent 與 Agenvoy 比較

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3 min read
Meerkat and the Safety Observability Trap

Meerkat and the Safety Observability Trap

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5 min read
340% and Climbing: What the CIS Prompt Injection Report Means for Enterprise AI Agents

340% and Climbing: What the CIS Prompt Injection Report Means for Enterprise AI Agents

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10 min read
AI Field Notes #003 | When AI Reads Too Much: The Real Price of Complexity

AI Field Notes #003 | When AI Reads Too Much: The Real Price of Complexity

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9 min read
AI-Assisted Development: When orchestration starts collapsing under its own weight

AI-Assisted Development: When orchestration starts collapsing under its own weight

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10 min read
2.6 Million Agents, Zero Transactions

2.6 Million Agents, Zero Transactions

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4 min read
Context engineering is an architecture strategy, not a model swap

Context engineering is an architecture strategy, not a model swap

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6 min read
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