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How to fine-tune Qwen3.8-27B with LoRA on a Mac: MLX fine-tuning from scratch

How to fine-tune Qwen3.8-27B with LoRA on a Mac: MLX fine-tuning from scratch

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58 min read
Not Every LLM Needs vLLM: A Kubernetes Engineer's Guide to Serving Engines

Not Every LLM Needs vLLM: A Kubernetes Engineer's Guide to Serving Engines

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12 min read
Clean JSON Extraction with Ollama and Python

Clean JSON Extraction with Ollama and Python

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3 min read
An open model that writes Atlassian Forge apps

An open model that writes Atlassian Forge apps

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8 min read
LLM observability: tracing, monitoring, and debugging agents in production

LLM observability: tracing, monitoring, and debugging agents in production

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11 min read
Run a Pre-Mortem on That Free 30M-Token Allowance Before You Treat It as Headroom

Run a Pre-Mortem on That Free 30M-Token Allowance Before You Treat It as Headroom

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5 min read
vLLM vs Ollama: Production Serving 2026

vLLM vs Ollama: Production Serving 2026

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11 min read
Atlassian model v0.4: 21 of 25 Forge apps compile

Atlassian model v0.4: 21 of 25 Forge apps compile

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13 min read
TypeSafe Jev Played Chess — And Landed Next to Reasoning Models

TypeSafe Jev Played Chess — And Landed Next to Reasoning Models

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3 min read
How Do You Actually Test an AI System? A Layered Strategy From Five Tools I Built

How Do You Actually Test an AI System? A Layered Strategy From Five Tools I Built

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5 min read
AI Is a Code Generator, Not a Coworker

AI Is a Code Generator, Not a Coworker

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3 min read
Jev Beat GPT Luna by 1 Point. GPT-6 and Claude Wrote the Answer Key.

Jev Beat GPT Luna by 1 Point. GPT-6 and Claude Wrote the Answer Key.

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14 min read
Your LLM gateway takes a cut. Seventeen lines of Python tell you how big.

Your LLM gateway takes a cut. Seventeen lines of Python tell you how big.

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4 min read
TaskRouter

TaskRouter

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1 min read
He Says He Co-Invented ChatGPT. His New AI, Jev, Won't Write a Word

He Says He Co-Invented ChatGPT. His New AI, Jev, Won't Write a Word

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10 min read
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