Local AI Community Pulse: July 2026
A grounded reading of current Reddit and Hacker News discussions: where local models work today and why coding still needs guardrails.
Blog
News, tutorials, benchmarks, and case studies from the local AI ecosystem.
State of Local AI — June 2026: Three Tiers, Three Strategies
State of Local AI June 2026: the local AI ecosystem has crystallized into three tiers — frontier (256GB+), single-GPU (24GB), and edge (phones, SBCs).
Local AI News — June 2026 Release Roundup
Local AI release roundup for June 2026: GLM-5.2, Kimi K2.7 Code, minimax M2.7, and Qwen3-Coder 480B, with setup commands and VRAM requirements.
Fine-tune Llama 3.1 8B on Your Mac with Unsloth + MLX
1 8B model on an Apple Silicon Mac in 4 hours using Unsloth, QLoRA, and MLX. Full setup walkthrough with code samples, dataset prep, and evaluation.
Local AI for Lawyers: Network-Isolated RAG on a $2,400 Build
How a six-person law firm replaced most of a $4,000/month OpenAI bill with a $2,400 network-isolated local AI build and case-law RAG.
Building an Offline AI Phone App with Llamafu and Flutter
A step-by-step tutorial for building a fully offline AI assistant app for Android and iOS using Llamafu for on-device inference and Flutter for the UI.
Fine-Tuning a Customer Support Model with Unsloth in 4 Hours
An end-to-end walkthrough of fine-tuning a language model for customer support using Unsloth and QLoRA, from dataset prep to GGUF export.
Why We Built local-llm.net for Everyone Running AI Locally
Announcing local-llm.net — the community-driven guide to deploying AI locally. We cover the entire ecosystem because the local AI movement belongs to everyone.
Local AI for Creative Writers: KoboldCpp and SillyTavern
A non-technical guide for fiction writers who want AI tools that respect creative freedom and privacy, using KoboldCpp and SillyTavern.
Local AI Privacy Audit 2026: What Apps Send Home
An honest, network-traffic-level audit of telemetry and data collection in Ollama, LM Studio, Jan, GPT4All, and Open WebUI in 2026.
The 2026 Local AI Model Tier List: Every Model Ranked by Use Case
An opinionated S/A/B/C/D tier ranking of every major local AI model across six categories: chat, coding, reasoning, creative writing, vision, and embeddings.
The RAG Stack That Actually Works: Ollama + ChromaDB + LangChain
A step-by-step guide to building a RAG pipeline that works in production: Ollama for inference, ChromaDB for vectors, LangChain for orchestration.
I Replaced ChatGPT with a Fully Local AI Stack
A 30-day experiment ditching ChatGPT Plus for a fully local AI setup: what worked, what failed, exact costs, and an honest verdict.
RTX 3090 in 2026: Still the Best Value GPU for Local AI
Benchmarking the used RTX 3090 against the RTX 4090 and RTX 5090 for local AI inference and its 24GB VRAM at $500-800 used.
Self-Hosted ChatGPT for Your Team with Open WebUI
Deploy a multi-user ChatGPT alternative for your team using Open WebUI and Ollama: Docker, HTTPS, authentication, and cost analysis.
The State of Local AI in 2026: Everything Has Changed
A comprehensive look at where local AI stands in 2026, from 70B models on consumer GPUs to mobile inference and what shifted since 2024.