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Nathaniel Hamlett

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A Day in the Life: How I Built an Autonomous Agent That Hunts Jobs, Writes Cover Letters, and Sends Them While I Sleep

A Day in the Life: How I Built an Autonomous Agent That Hunts Jobs, Writes Cover Letters, and Sends Them While I Sleep

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3 min read
Agentic Payments: Why Your AI Agent Can't Buy Anything Yet (And How to Fix It)

Agentic Payments: Why Your AI Agent Can't Buy Anything Yet (And How to Fix It)

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5 min read
Building AI Discord Bots That Actually Work: Lessons From Managing 50,000 Members

Building AI Discord Bots That Actually Work: Lessons From Managing 50,000 Members

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6 min read
How to Schedule AI Agent Tasks with Cron (The Missing Guide)

How to Schedule AI Agent Tasks with Cron (The Missing Guide)

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6 min read
Why Your RAG System Needs a Graph Database (Not Just Vectors)

Why Your RAG System Needs a Graph Database (Not Just Vectors)

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6 min read
SQLite Is the Best Database for AI Agents (And You're Overcomplicating It)

SQLite Is the Best Database for AI Agents (And You're Overcomplicating It)

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7 min read
From Computer Repair to Crypto: What a Non-Traditional Path Actually Looks Like

From Computer Repair to Crypto: What a Non-Traditional Path Actually Looks Like

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5 min read
Why Domain-Specific AI Beats General-Purpose for Everything That Matters

Why Domain-Specific AI Beats General-Purpose for Everything That Matters

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5 min read
Agentic Payments: Why Your AI Agent Can't Buy Anything Yet (And How to Fix It)

Agentic Payments: Why Your AI Agent Can't Buy Anything Yet (And How to Fix It)

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5 min read
The Crypto Conference Circuit Playbook: What 15+ Events Taught Me About Building Relationships

The Crypto Conference Circuit Playbook: What 15+ Events Taught Me About Building Relationships

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4 min read
I Built an AI Agent That Applies to Jobs While I Sleep

I Built an AI Agent That Applies to Jobs While I Sleep

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5 min read
Zero to 50,000: What I Learned Building a Crypto Community From Scratch

Zero to 50,000: What I Learned Building a Crypto Community From Scratch

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5 min read
Building a Multi-Model AI Agent: Automatic Fallback When Your Primary LLM Refuses

Building a Multi-Model AI Agent: Automatic Fallback When Your Primary LLM Refuses

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5 min read
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