AI Agents - ComputeFit

Local AI

Ollama's OpenAI-Compatible Endpoint: What Your Agent Framework Actually Gets

Agent frameworks mostly assume OpenAI chat completions. What that contract looks like on a local machine: which /v1 routes Ollama v1 serves, which request fields are honored vs quietly dropped, context control by model aliasing, and where direct llama.cpp starts to pay.

AI Agents

Cloud AI vs Local AI Agents: Choosing the Right Role

Cloud AI and local AI agents are not direct replacements for each other. Here is how I divide tasks between them and why a hybrid approach works better.

AI Agents

Why AI Agents Need Human Control: Lessons from Automation Failures

Building AI agents revealed an important lesson: automation alone is not enough. Learn why reliable AI systems need human control and clear boundaries.

AI Agents

Running Local AI Agents on a 24GB VRAM Machine: What I Learned

A practical look at running local AI agents on a 24GB VRAM machine. Learn about hardware limits, model selection, and what actually matters in daily use.

AI Agents

How I Connected OpenClaw with Slack to Build a Remote AI Assistant

A practical look at connecting OpenClaw with Slack to create a remote AI assistant. Learn why I chose Slack, how the workflow works, and what I learned.

AI Agents

Building My Own AI Agent Environment: Lessons Learned from OpenClaw and Hermes

A real-world journey building a personal AI agent environment with OpenClaw, Hermes, and local AI models. Learn what worked, what failed, and what I discovered.

AI Agents

Running Claude Code on a Local Model: How Ollama's New Compatibility Endpoint Works

Claude Code can run against a model on your own machine, no paid key involved. Current Ollama does it with ollama launch claude — what the endpoint actually covers, which models to try first, and why the context window is the setting that matters.