Local Llm

8 articles about local llm.

Best Open Source AI Computer Use Agent in 2026

·19 min read

Ranked and tested: the best open source AI computer use agents in 2026. Covers perception method, AI model compatibility, local LLM support, accuracy, and privacy for macOS, Linux, and Windows.

computer-useopen-sourceai-agents2026desktop-automationlocal-llmai-models

Best Open Source Computer Use AI Agents in 2026

·14 min read

Tested and ranked the best open source computer use AI agents in 2026. Compare Fazm, Browser Use, Open Interpreter, UI-TARS, and 9 more on speed, accuracy, privacy, and local LLM support.

computer-useopen-sourceai-agents2026desktop-automationbrowser-automationlocal-llm

Why Belief Extraction Beats Flat RAG for AI Agent Memory

·2 min read

Layered memory architectures with belief extraction outperform simple RAG retrieval for AI agents handling hundreds of conversations. Structured compression

agent-memoryragbelief-extractionlocal-llmknowledge-managementartificialinteligence

Apple's On-Device AI as a Local Fallback for Cloud LLM APIs

·2 min read

Using Claude API as the primary LLM provider but having Apple's on-device AI as a local fallback that speaks the same OpenAI-compatible format is a game

appleon-device-ailocal-llmfallbackmacosapi

Learning Path for Local LLMs - From Ollama to Desktop Agents

·2 min read

A practical learning path for running local LLMs: start with Ollama basics, learn prompting, understand quantization, build workflows, then automate your

ollamalocal-llmlearningdesktop-agentautomationtutorial

Why Self-Hosting AI Matters: Your Agent Sees Your Emails, Documents, and Browsing History

·2 min read

AI agents interact with your most sensitive data - emails, documents, browsing history. Self-hosting with local LLMs keeps that data on your machine where

privacyself-hostinglocal-llmai-agentssecurity

VS Code Claude Extension vs Terminal with Ollama - Why the Terminal Route Wins

·2 min read

The VS Code Claude extension is locked to Anthropic's API. Running Claude Code in the terminal with Ollama gives you local models, more control, and zero

vs-codeclaudeollamaterminallocal-llmdevelopment

Local LLMs Are Not Just for Inference Anymore - Real Workflows on Your Machine

·2 min read

The shift to local LLMs is moving beyond chat and inference into real desktop automation. Browser control, CRM updates, document generation - all without

local-llmollamadesktop-automationprivacyworkflow

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