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An agent harness is the software around an LLM that makes it act like an agent. Here is what a harness is, its components, and why it matters more than the model.
AI agent loops fail in production for six predictable reasons, from infinite loops to retry storms. Here is what breaks and the harness fix for each.
I switched my Claude Code default to Fable 5 on day one. Three things genuinely changed in my workflow, and one that's frustrating. Here's the real take.
OpenCode vs OpenClaw is mostly a choice between a coding agent that works inside your repo and an always-on assistant gateway that connects chat apps, tools, and scheduled actions.
Nick Silver 14 min read 
OpenCode vs Claude Code boils down to a choice between a managed AI coding agent and a coding agent you can run in your own environment. Claude Code is easier to start with because
Nick Silver 13 min read 
Claude Code is still one of the strongest coding agents around, but a lot of developers are now picking tools based on workflow, model access, and long-term cost instead of stickin
Nick Silver 20 min read 
With the ever-rising demand for local LLMs, many users find themselves confused when choosing the most suitable one, but using them isn’t as simple as you might think. Being modera
Jim Schwarz 11 min read 
Choosing a GPU VPS can feel overwhelming when you’re staring at spec sheets filled with numbers. Core counts jump from 2,560 to 21,760, but what does that mean? A CUDA core i
Rexa Cyrus 14 min read 
If your plan is to buy a new GPU to stop seeing out-of-memory errors, 5070 Ti vs 5080 is the wrong argument. Both cards land on 16 GB of VRAM, and that capacity limit shows up in d
Nick Silver 13 min read 
If you’re deciding H100 vs RTX 4090 for AI, keep in mind that most “benchmarks” don’t matter until your model and cache actually fit in VRAM. RTX 4090 is the sweet spot for single-
Nick Silver 11 min read 
In recent years, artificial intelligence (AI) has dramatically reshaped the way we approach a variety of tasks, from content creation and technical problem-solving to coding and re
Nick Silver 8 min read 
Ensemble learning is a machine learning technique where it combines two or more learners to make better predictions. Learner is the algorithm or process that takes in data and lear
Ivy Johnson 8 min read 
One of, if not the most important, aspect of machine learning is achieving accurate and reliable predictions. One innovative approach for this goal that has gained prominence is Bo
Nick Silver 11 min read 
When OpenAI introduced ChatGPT to the public in November 2022, it quickly became a widespread phenomenon, with possibilities that truly felt endless. Through continuous development
Allan Van Kirk 11 min read 
Machine learning and its subcategory, deep learning, require a substantial amount of computational power that can only be provided by GPUs. However, any GPU won’t do, so here are t
Nick Silver 9 min read 