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The verdict that survived its own correction

The verdict that survived its own correction

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7 min read
Teaching an LLM to pull MCP Resources and Prompts on demand (instead of drowning it in context)

Teaching an LLM to pull MCP Resources and Prompts on demand (instead of drowning it in context)

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7 min read
We solved meeting transcription. Did we solve the meeting problem?

We solved meeting transcription. Did we solve the meeting problem?

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1 min read
Your models agreed with each other. They were agreeing with themselves.

Your models agreed with each other. They were agreeing with themselves.

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9 min read
How to Build a Good Human-in-the-Loop for AI Email and Outbound Messaging

How to Build a Good Human-in-the-Loop for AI Email and Outbound Messaging

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7 min read
Production RAG at Scale: HMAC Cookies, Workspace Isolation, Hybrid Retrieval, and Citation Validation

Production RAG at Scale: HMAC Cookies, Workspace Isolation, Hybrid Retrieval, and Citation Validation

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17 min read
How I Caught an Agent Fabricating Its Own Results

How I Caught an Agent Fabricating Its Own Results

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6 min read
The State of Conversational AI in 2026, measured

The State of Conversational AI in 2026, measured

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3 min read
LM Studio silently broke my model load after a runtime auto-update — the NTSTATUS exit code decode

LM Studio silently broke my model load after a runtime auto-update — the NTSTATUS exit code decode

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3 min read
Don't give your agent the production database

Don't give your agent the production database

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4 min read
I built CI for prompts, and the first bug was in the tests

I built CI for prompts, and the first bug was in the tests

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3 min read
How Conversations With AI Slowly Became a Development Framework

How Conversations With AI Slowly Became a Development Framework

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5 min read
Checking a Cost Model Against a Stranger's Config File

Checking a Cost Model Against a Stranger's Config File

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5 min read
Building My First RAG System: Deriving the Architecture from First Principles - Part One

Building My First RAG System: Deriving the Architecture from First Principles - Part One

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4 min read
Trace Agent Tool Calls on a Free Server: A 10M-Token Debug Loop

Trace Agent Tool Calls on a Free Server: A 10M-Token Debug Loop

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4 min read
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