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I Tried to Build an Alexa with Real Memory — Here's What I Learned After 3 Months of Failure.

I Tried to Build an Alexa with Real Memory — Here's What I Learned After 3 Months of Failure.

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5 min read
NadirClaw 0.8: Vision Routing and the Silent Failure It Fixed

NadirClaw 0.8: Vision Routing and the Silent Failure It Fixed

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2 min read
550 TikTok Accounts Sold Fake AI Protests for Cash. Here's the Audit Trail That Could Have Caught Them.

550 TikTok Accounts Sold Fake AI Protests for Cash. Here's the Audit Trail That Could Have Caught Them.

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26 min read
Building a Sovereign Local AI: Voice, Vision, Personality and Memory at Zero Cloud Cost

Building a Sovereign Local AI: Voice, Vision, Personality and Memory at Zero Cloud Cost

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5 min read
My FastAPI project turned into repeated CRUD, so I built a reusable pattern

My FastAPI project turned into repeated CRUD, so I built a reusable pattern

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5 min read
Building an Agent Toolkit: Memory + Tasks in Pure Python

Building an Agent Toolkit: Memory + Tasks in Pure Python

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2 min read
Detcting Burnout Before It Hits: Building an HRV Anomaly Detector with Isolation Forest 🚀

Detcting Burnout Before It Hits: Building an HRV Anomaly Detector with Isolation Forest 🚀

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3 min read
Build an AI Code Review Bot in Python (Runs Locally, Free Forever)

Build an AI Code Review Bot in Python (Runs Locally, Free Forever)

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6 min read
Build a Free AI Code Review Bot in Python with Ollama and Git Hooks

Build a Free AI Code Review Bot in Python with Ollama and Git Hooks

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8 min read
How I built a trust scoring hook for Claude Code

How I built a trust scoring hook for Claude Code

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2 min read
How to Build a Daily LinkedIn Outreach Tracker That Tells You Which Prospects Are Going Cold

How to Build a Daily LinkedIn Outreach Tracker That Tells You Which Prospects Are Going Cold

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6 min read
DuckDB Has a Free API: The SQLite for Analytics

DuckDB Has a Free API: The SQLite for Analytics

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2 min read
MCP in Practice — Part 5: Build Your First MCP Server (and Client)

MCP in Practice — Part 5: Build Your First MCP Server (and Client)

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11 min read
Governing LangChain Agents in Production with Execution Warrants

Governing LangChain Agents in Production with Execution Warrants

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4 min read
The LiteLLM Fork Bomb Was an Accident. That's the Scary Part.

The LiteLLM Fork Bomb Was an Accident. That's the Scary Part.

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5 min read
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