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Hermes Agent Memory System: How Persistent AI Memory Actually Works

Hermes Agent Memory System: How Persistent AI Memory Actually Works

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15 min read
Is ReAct Needed in Production? — Separating Design and Operation Phases

Is ReAct Needed in Production? — Separating Design and Operation Phases

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10 min read
Ollama in Docker Compose with GPU and Persistent Model Storage

Ollama in Docker Compose with GPU and Persistent Model Storage

1
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10 min read
The Routing Pattern: How Smart Teams Actually Use Fast vs Capable Models

The Routing Pattern: How Smart Teams Actually Use Fast vs Capable Models

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2 min read
Why Hybrid Agentic AI Is the Future of QA

Why Hybrid Agentic AI Is the Future of QA

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4 min read
The End of Test-Driven Development: Best Practices for AI Agent-Driven Development with Formal Methods

The End of Test-Driven Development: Best Practices for AI Agent-Driven Development with Formal Methods

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23 min read
I Fine-Tuned an LLM — And It Actually Worked

I Fine-Tuned an LLM — And It Actually Worked

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2 min read
The Local AI Delegation Problem: Why Small Models Fail and How to Fix It

The Local AI Delegation Problem: Why Small Models Fail and How to Fix It

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8 min read
The LiteLLM Supply Chain Attack Broke Trust in Python-Based AI Infrastructure

The LiteLLM Supply Chain Attack Broke Trust in Python-Based AI Infrastructure

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7 min read
software engineers are becoming reliability engineers for generated output

software engineers are becoming reliability engineers for generated output

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5 min read
The Real Cost of Your AI Agent (It's Not What You Think)

The Real Cost of Your AI Agent (It's Not What You Think)

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6 min read
What a Token Audit Actually Finds in Production Agent Systems

What a Token Audit Actually Finds in Production Agent Systems

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3 min read
Why Your AI Agent Can't Check Its Own Work (and How to Fix It)

Why Your AI Agent Can't Check Its Own Work (and How to Fix It)

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3 min read
I Built a Knowledge Base That Thinks — Inspired by Karpathy’s LLM Wiki

I Built a Knowledge Base That Thinks — Inspired by Karpathy’s LLM Wiki

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6 min read
I Let My AI Agent Run Overnight. It Cost $437.

I Let My AI Agent Run Overnight. It Cost $437.

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5 min read
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