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Book 18 Python & AI Masterclass Series' Articles

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Beyond the Prompt: How to Build Stateful AI Agents with Persistent Memory and Self-Learning Loops
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Beyond the Prompt: How to Build Stateful AI Agents with Persistent Memory and Self-Learning Loops

#hermesagent #ai #python
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12 min read
Beyond the Prompt: How to Build an AI Agent That Actually Learns From Its Mistakes
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Beyond the Prompt: How to Build an AI Agent That Actually Learns From Its Mistakes

#hermesagent #ai #python
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8 min read
Beyond the Context Window: How to Build a Self-Improving AI Agent with Persistent Memory
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Beyond the Context Window: How to Build a Self-Improving AI Agent with Persistent Memory

#hermesagent #ai #python
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11 min read
Beyond the Loop: Why Monolithic AI Agents Fail and How to Build a Microkernel Architecture
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Beyond the Loop: Why Monolithic AI Agents Fail and How to Build a Microkernel Architecture

#hermesagent #ai #python
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12 min read
Beyond Pip Install: Why Your AI Agent Needs a "Hermetic" Life-Support System to Survive
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Beyond Pip Install: Why Your AI Agent Needs a "Hermetic" Life-Support System to Survive

#hermesagent #ai #python
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9 min read
Beyond Monolithic AI: How to Build a Pluggable "Brain" Architecture for Autonomous Agents
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Beyond Monolithic AI: How to Build a Pluggable "Brain" Architecture for Autonomous Agents

#hermesagent #ai #python
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10 min read
Stop Debugging in the Dark: How to Build a Real-Time Control Room for Autonomous AI Agents
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Stop Debugging in the Dark: How to Build a Real-Time Control Room for Autonomous AI Agents

#hermesagent #ai #python
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8 min read
Beyond Function Calling: How the Model Context Protocol (MCP) Turns AI Agents into Self-Evolving Systems
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Beyond Function Calling: How the Model Context Protocol (MCP) Turns AI Agents into Self-Evolving Systems

#hermesagent #ai #python
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10 min read
Building a Self-Healing AI Agent: How to Run Untrusted Code Safely Without Blowing Up Your Server
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Building a Self-Healing AI Agent: How to Run Untrusted Code Safely Without Blowing Up Your Server

#hermesagent #ai #python
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8 min read
Beyond Static Prompts: How to Build Self-Improving AI Agents with Closed-Loop Skill Playbooks
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Beyond Static Prompts: How to Build Self-Improving AI Agents with Closed-Loop Skill Playbooks

#hermesagent #ai #python
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15 min read
Beyond Vector Search: How to Build a Production-Grade Hybrid Memory System for AI Agents
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Beyond Vector Search: How to Build a Production-Grade Hybrid Memory System for AI Agents

#hermesagent #ai #python
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11 min read
How We Built a Self-Refactoring AI Agent: Inside the "Memory Garbage Collector" of Hermes
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How We Built a Self-Refactoring AI Agent: Inside the "Memory Garbage Collector" of Hermes

#hermesagent #ai #python
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11 min read
Prompt Engineering is Dead. Long Live DSPy: How to Program LLMs Instead of Prompting Them
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Prompt Engineering is Dead. Long Live DSPy: How to Program LLMs Instead of Prompting Them

#hermesagent #ai #python
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10 min read
The End of Manual Prompt Engineering: How Genetic-Pareto Prompt Evolution (GEPA) Self-Optimizes AI Agents
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The End of Manual Prompt Engineering: How Genetic-Pareto Prompt Evolution (GEPA) Self-Optimizes AI Agents

#hermesagent #ai #python
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11 min read
Stop Writing Prompts: How to Build Self-Evolving AI Agents That Learn From Their Own Mistakes
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Stop Writing Prompts: How to Build Self-Evolving AI Agents That Learn From Their Own Mistakes

#hermesagent #ai #python
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9 min read
The Self-Evolving Agent: How to Build Closed-Loop AI Systems That Write and Optimize Their Own Code
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The Self-Evolving Agent: How to Build Closed-Loop AI Systems That Write and Optimize Their Own Code

#hermesagent #ai #python
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12 min read
How to Orchestrate Autonomous Sub-Agents Without Blowing Your LLM Context Window
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How to Orchestrate Autonomous Sub-Agents Without Blowing Your LLM Context Window

#hermesagent #ai #python
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9 min read
How to Build a Self-Defending AI Agent: Zero-Touch Credential Rotation and Hermetic Injection Defenses
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How to Build a Self-Defending AI Agent: Zero-Touch Credential Rotation and Hermetic Injection Defenses

#hermesagent #ai #python
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9 min read
Beyond the Prompt: Building Self-Evolving AI Agents for Deep Research and CI/CD Automation
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Beyond the Prompt: Building Self-Evolving AI Agents for Deep Research and CI/CD Automation

#hermesagent #ai #python
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10 min read
The Federated Swarm: How to Build Autonomous, Self-Evolving AI Workforces
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The Federated Swarm: How to Build Autonomous, Self-Evolving AI Workforces

#hermesagent #ai #python
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9 min read
Stop Flying Blind: How to Build a Production-Grade Telemetry Layer for Self-Improving AI Agents
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Stop Flying Blind: How to Build a Production-Grade Telemetry Layer for Self-Improving AI Agents

#hermesagent #ai #python
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9 min read