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Why AI Coding Agents Keep Confidently Hallucinating — and How to Build a Context Layer That Makes Them Reliable

Why AI Coding Agents Keep Confidently Hallucinating — and How to Build a Context Layer That Makes Them Reliable

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19 min read
How Civic Meeting Recordings Became Searchable Public Records

How Civic Meeting Recordings Became Searchable Public Records

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11 min read
A beginner's guide to the Qwen-Image-2.1-Turbo-Quantized model by Abenzerps on Huggingface

A beginner's guide to the Qwen-Image-2.1-Turbo-Quantized model by Abenzerps on Huggingface

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4 min read
What regex can tell you about an interview answer (and what it can't)

What regex can tell you about an interview answer (and what it can't)

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3 min read
My Code Works. I Have No Idea Why.

My Code Works. I Have No Idea Why.

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1 min read
The Speed Dilemma: Why AI Coding Agents Are Outpacing Your Test Suites

The Speed Dilemma: Why AI Coding Agents Are Outpacing Your Test Suites

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13 min read
When Cursor's Agent Runs a Multi-Step Workflow and One Call Fails Midway

When Cursor's Agent Runs a Multi-Step Workflow and One Call Fails Midway

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4 min read
The Agent Resolved a Merge Conflict by Keeping Both Sides

The Agent Resolved a Merge Conflict by Keeping Both Sides

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4 min read
Versioning an MCP Server: Changing a Tool's Input Schema Without Breaking Existing Agents

Versioning an MCP Server: Changing a Tool's Input Schema Without Breaking Existing Agents

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4 min read
When Cursor's Agent Reuses a Stale ID from an Earlier Step in the Same Workflow

When Cursor's Agent Reuses a Stale ID from an Earlier Step in the Same Workflow

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4 min read
When an Agent Cancels an MCP Tool Call Midway: Cleaning Up the Upstream Request

When an Agent Cancels an MCP Tool Call Midway: Cleaning Up the Upstream Request

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4 min read
The Agent Removed a 'Dead' Export That Was Still Imported Through a Path Alias

The Agent Removed a 'Dead' Export That Was Still Imported Through a Path Alias

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4 min read
Testing an MCP Server End-to-End Before You Publish It

Testing an MCP Server End-to-End Before You Publish It

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4 min read
Reporting Progress from an MCP Tool Instead of Leaving the Agent Silent

Reporting Progress from an MCP Tool Instead of Leaving the Agent Silent

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4 min read
Overcoming Coding Stagnation: Strategies for Learning Core Mechanics Without Tutorials to Complete Projects

Overcoming Coding Stagnation: Strategies for Learning Core Mechanics Without Tutorials to Complete Projects

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17 min read
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