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# llm

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Snapshot tests caught a regression in my agent that the unit tests missed

Snapshot tests caught a regression in my agent that the unit tests missed

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3 min read
Why output-stage PII masking is the wrong protective surface for data exfiltration in RAG

Why output-stage PII masking is the wrong protective surface for data exfiltration in RAG

Comments 1
8 min read
I caught my LLM agent calling a random URL it had no business calling

I caught my LLM agent calling a random URL it had no business calling

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3 min read
Q8_0 isn't slow because of swap

Q8_0 isn't slow because of swap

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4 min read
Local LLMs in Production: Squeezing Qwen to Match Claude

Local LLMs in Production: Squeezing Qwen to Match Claude

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3 min read
Free Model Providers to Use with Hermes Agent

Free Model Providers to Use with Hermes Agent

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4 min read
Stopping the LLM from calling the same tool twice (and other things it shouldn't)

Stopping the LLM from calling the same tool twice (and other things it shouldn't)

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8 min read
Agentic RAG: What It Is, Why Teams Use It, and Where It Gets Complicated

Agentic RAG: What It Is, Why Teams Use It, and Where It Gets Complicated

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3 min read
I Built a Python Prompt Orchestrator for Structured LLM Pipelines

I Built a Python Prompt Orchestrator for Structured LLM Pipelines

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2 min read
Coding in the Age of AI Is Not What You Think

Coding in the Age of AI Is Not What You Think

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6 min read
DeepClaude: I Combined Claude Code with DeepSeek V4 Pro in My Agent Loop and the Numbers Threw Me Off

DeepClaude: I Combined Claude Code with DeepSeek V4 Pro in My Agent Loop and the Numbers Threw Me Off

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8 min read
AI Hallucinations Are Not a Bug. They Are the Architecture. Here Is How I Deal With Them Now.

AI Hallucinations Are Not a Bug. They Are the Architecture. Here Is How I Deal With Them Now.

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6 min read
Gemma 4 MTP, vibevoice.cpp for Multimodal AI, & Ollama Desktop Layer for Local Deployment

Gemma 4 MTP, vibevoice.cpp for Multimodal AI, & Ollama Desktop Layer for Local Deployment

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3 min read
✨📊 🧠 The Ultimate Visual Guide to Large Language Models (LLMs)

✨📊 🧠 The Ultimate Visual Guide to Large Language Models (LLMs)

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4 min read
What I learned tuning a Reddit DM agent through 8 versions in 24 hours

What I learned tuning a Reddit DM agent through 8 versions in 24 hours

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15 min read
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