Benchmark: Master's Degree vs. Bootcamp for Entry-Level DevSecOps Roles in 2026

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ANKUSH CHOUDHARY JOHAL

@johalputt

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Slaying the Gemma Beast: How We Fixed Local AI and Shipped Search

Rob20h ago • 13 min read

Slaying the Gemma Beast: How We Fixed Local AI and Shipped Search

Two days ago, Gemma 4 couldn't finish a feature. Today it built one, pushed it to GitHub, and it's.....

#ai#llm#benchmark#homelab

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The Agentic Gap: Claude Oneshots, Gemma Fails

Rob20h ago • 9 min read

The Agentic Gap: Claude Oneshots, Gemma Fails

Two days ago, Gemma 4 topped our local model benchmark — 167 tokens per second, perfect code quality...

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Model Showdown: Benchmarking Local vs Cloud LLMs on a Real Coding Task

Rob20h ago • 14 min read

Model Showdown: Benchmarking Local vs Cloud LLMs on a Real Coding Task

Last post we stood up Ollama on the RTX 5090, pulled a stack of models, and wired them into our...

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Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism

Rob20h ago • 11 min read

Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism

At the end of Round 1, we promised a rematch. More models. Fixed settings. Harder questions about...

#ai#llm#benchmark#homelab

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Melaku Genet6d ago • 5 min read

What Happens When You Evaluate a B2B Sales Agent on Tasks It Was Never Designed For

Tenacious-Bench v0.1: What Happens When You Evaluate a B2B Sales Agent on Tasks It Was Never Designe...

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CPU Inference on AMD EPYC 9334: Real Numbers for LLM and TTS Workloads

RubberDuckOps2d ago • 4 min read

CPU Inference on AMD EPYC 9334: Real Numbers for LLM and TTS Workloads

TL;DR — GPU isn't always the right call for inference. At Leaseweb, we benchmarked a dual-socket...

#machinelearning#llm#benchmark#infrastructure

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Benchmark: Master's Degree vs. Bootcamp for Entry-Level DevSecOps Roles in 2026

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