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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
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
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
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
Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows

Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows

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7 min read
Three AI Agents Walk Into a Codebase, and Only One Walks Out

Three AI Agents Walk Into a Codebase, and Only One Walks Out

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3 min read
Cheap Tokens, Expensive Waiting Rooms

Cheap Tokens, Expensive Waiting Rooms

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4 min read
When Not to Use a Free Model Server: Red Flags, Alternatives, and Exit Criteria

When Not to Use a Free Model Server: Red Flags, Alternatives, and Exit Criteria

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6 min read
How to Implement Function Calling with Structured Outputs

How to Implement Function Calling with Structured Outputs

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4 min read
Building a Hybrid RAG System with FAISS, BM25, and Agentic AI

Building a Hybrid RAG System with FAISS, BM25, and Agentic AI

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4 min read
Agent Skills and how to use them

Agent Skills and how to use them

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4 min read
My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.

My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.

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7 min read
Treat Voice-Companion Memory as a Consent Ledger, Not Prompt History

Treat Voice-Companion Memory as a Consent Ledger, Not Prompt History

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11 min read
Best Enterprise MCP Gateway for Your AI Agents in 2026

Best Enterprise MCP Gateway for Your AI Agents in 2026

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10 min read
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