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# llm

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When a scraping platform is too much for an LLM workflow

When a scraping platform is too much for an LLM workflow

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4 min read
Security AI shouldn't only belong to the giants.

Security AI shouldn't only belong to the giants.

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1 min read
Should You Use RAG or Fine-Tune Your LLM?

Should You Use RAG or Fine-Tune Your LLM?

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13 min read
Building a Tokenizer 9.5x Faster than SentencePiece Unigram in Pure Rust 🦀

Building a Tokenizer 9.5x Faster than SentencePiece Unigram in Pure Rust 🦀

Comments 1
5 min read
Your AI Agent Isn't Failing Because It Hallucinates — It's Failing Because of Rate Limits

Correctness trade-offs in capacity engineering

Your AI Agent Isn't Failing Because It Hallucinates — It's Failing Because of Rate Limits

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6 min read
Context Governance for Coding Agents

Context Governance for Coding Agents

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25 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
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
I Tested Nex-N2-Pro — A Free Open-Source Model That's Matching GPT-5.5 on Coding Benchmarks

I Tested Nex-N2-Pro — A Free Open-Source Model That's Matching GPT-5.5 on Coding Benchmarks

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4 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
Run Your Own AI Server for $0/month with Ollama

Run Your Own AI Server for $0/month with Ollama

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3 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
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
I Built a Python Prompt Orchestrator for Structured LLM Pipelines

I Built a Python Prompt Orchestrator for Structured LLM Pipelines

Comments 1
2 min read
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