Tutorials
How to Add Local Documents to Open WebUI with RAG and Ollama
Build a private document chatbot in Open WebUI with Ollama embeddings, local PDFs, and practical RAG tuning tips for better answers.
May 29, 2026 - 10 min read
Tutorials
How to Deploy Open WebUI and Ollama on a Private LAN with Docker Compose
Run Open WebUI and Ollama on your own LAN with Docker Compose, persistent volumes, a secret key, and practical hardening tips.
May 28, 2026 - 13 min read
News
[TechCrunch] After Nvidia's $20B Deal, AI Chip Startup Groq Reportedly Raising $650M
Groq is raising $650M from existing investors as it pivots to neocloud inference after Nvidia's $20B technology licensing deal stripped some senior talent.
May 31, 2026 - 3 min read
News
[TechCrunch] GitHub Copilot's Token Billing Backlash: What It Means for Self-Hosted AI
GitHub is switching Copilot from flat-rate to token-based billing on June 1, sparking developer fury — and making self-hosted coding assistants more compelling than ever.
May 31, 2026 - 4 min read
Tools
Run Obscura: The Lightweight Rust Headless Browser Built for AI Agents and Web Scraping
Obscura is an open-source headless browser in Rust that uses 30MB memory, starts instantly, and replaces headless Chrome for AI agents and web scraping at scale.
May 31, 2026 - 9 min read
Tools
Graphify: Turn Any Codebase into a Queryable Knowledge Graph for AI Coding Assistants
Graphify maps your entire project — code, docs, PDFs, images, and videos — into an interactive knowledge graph your AI coding assistant can query in seconds instead of grepping through files.
May 31, 2026 - 10 min read
Tools
Cut AI Token Costs by 65% with Caveman: The Viral Skill That Makes Claude Code Speak Caveman
Caveman is the viral 66K-star GitHub repo that slashes Claude Code token usage by 65% by making the AI speak like a caveman — same technical accuracy, dramatically lower costs.
May 31, 2026 - 8 min read
Tutorials
How to Build a Self-Hosted AI Workstation with Docker and Multiple Model Runners
Design a complete local AI workstation running Ollama, Open WebUI, AnythingLLM, and TabbyAPI in Docker with shared GPU resources.
May 31, 2026 - 12 min read
Tools
AnythingLLM Compared to Open WebUI for Teams: Collaboration, Permissions, and Document Workflows
Compare AnythingLLM and Open WebUI for team collaboration, multi-user access, document workspaces, and permission management.
May 31, 2026 - 9 min read
Tutorials
Docker Compose for Self-Hosted AI: Ollama, Open WebUI, and AnythingLLM Together
Run Ollama, Open WebUI, and AnythingLLM in one Docker Compose stack with private networking, persistent storage, and GPU access.
May 31, 2026 - 11 min read
Tools
Local AI Model Runners Compared: Ollama vs LM Studio vs TabbyAPI vs text-generation-webui
A practical comparison of four local model runners: Ollama, LM Studio, TabbyAPI, and text-generation-webui for different workflows and hardware.
May 31, 2026 - 12 min read
Tutorials
TabbyAPI Quick Start: Deploy an OpenAI-Compatible Local API Server
Download, configure, and run TabbyAPI as a lightweight OpenAI-compatible inference server for local LLMs on Linux and Windows.
May 31, 2026 - 7 min read
Tutorials
How to Run text-generation-webui with Docker and GPU Acceleration
Deploy text-generation-webui in Docker with GPU passthrough, model management, API access, and persistent storage.
May 31, 2026 - 10 min read
Tutorials
Open WebUI RAG Deep Dive: Configuration, Chunking, and Performance
Tune Open WebUI's built-in RAG engine with custom chunking, embedding models, reranking, and document pipelines for better local search.
May 31, 2026 - 11 min read
Tutorials
10 Essential Ollama Tips for Power Users
Advanced Ollama workflows for parallel models, custom modelfiles, environment tuning, and integration with external tools.
May 31, 2026 - 9 min read
Tools
TabbyAPI vs text-generation-webui: Which Local LLM Server Should You Use?
Compare TabbyAPI and text-generation-webui for serving local LLMs, managing models, and running inference APIs on your own hardware.
May 31, 2026 - 9 min read
Tutorials
Getting Started with LM Studio for Local LLMs
Download, install, and configure LM Studio to run local LLMs with a graphical interface, OpenAI-compatible API, and model library.
May 31, 2026 - 8 min read
Tools
Anthropic Knowledge Work Plugins: Self-Hosted AI Agent Skills for Every Role
Anthropic open-sourced 11 Claude plugins for Sales, Marketing, Support, Legal, Finance, and more. Here is how to install, customise, and run them with Claude Code.
May 31, 2026 - 9 min read
Tutorials
Use Microsoft MarkItDown for Local RAG: Convert Any Document to Markdown
Turn PDFs, DOCX, PPTX, images, and audio into clean Markdown for your local RAG pipeline with Microsoft's 133K-star MarkItDown tool.
May 31, 2026 - 8 min read
Tutorials
How to Run Qwen3.6-27B Locally: Alibaba's Vision-Language Powerhouse
Run Qwen3.6-27B locally for coding, vision, and reasoning. Apache 2.0 license, 262K native context, and strong SWE-bench scores make it a compelling self-hosted choice.
May 31, 2026 - 10 min read
Guides
Customising Open WebUI Interface: Themes, Branding, and User Experience
Personalise Open WebUI with custom colour schemes, logos, CSS overrides, and interface settings for a branded team experience.
May 31, 2026 - 9 min read
Guides
Monitoring and Logging Chat Histories in Open WebUI
Track usage, export conversations, manage chat history storage, and set retention policies in Open WebUI for accountability and insights.
May 31, 2026 - 9 min read
Tutorials
Building a Personal Knowledge Base with Local Documents in Open WebUI
Turn your notes, PDFs, web clippings, and research papers into a searchable private knowledge base using Open WebUI and Ollama.
May 31, 2026 - 10 min read
Tutorials
Advanced RAG Strategies: Reranking and Hybrid Search in Open WebUI
Improve local RAG answer quality by combining keyword search with semantic embeddings and adding a reranking stage in Open WebUI.
May 31, 2026 - 11 min read
Models
Optimising Embedding Models for Domain-Specific Document Retrieval
Match embedding models to your document domain — code, medical, legal, or technical — for significantly better local RAG retrieval quality.
May 31, 2026 - 10 min read
Guides
How to Configure Open WebUI for Multi-User Access with Permissions
Set up user accounts, roles, and permissions in Open WebUI so the right people access the right models, documents, and settings.
May 31, 2026 - 10 min read
Guides
Creating Custom Prompt Libraries in Open WebUI
Save, organise, and share reusable prompt templates in Open WebUI so your team gets consistent AI responses every time.
May 31, 2026 - 9 min read
Tutorials
Building a Multi-Model RAG Pipeline with Open WebUI and Ollama
Use different models for embedding, retrieval, and generation in Open WebUI to build a RAG pipeline that balances quality, speed, and cost.
May 31, 2026 - 12 min read
Tutorials
Fine-Tuning Ollama for Maximum Performance on Low-Memory Hardware
Run local LLMs on machines with 8-16 GB RAM using quantisation, context reduction, layer offloading, and Ollama configuration tricks.
May 31, 2026 - 11 min read
Tutorials
Open WebUI Workspaces for Team Document Collaboration
Set up multiple Open WebUI workspaces so different teams share models but keep their documents, prompts, and chat histories separate.
May 31, 2026 - 10 min read
News
OpenRouter Raises $113M Series B: What This Means for Self-Hosted AI
OpenRouter's $113M Series B signals a maturing multi-provider AI infrastructure market. Here is what it means for self-hosters who rely on API-based model access.
May 31, 2026 - 5 min read
Tutorials
DeepSeek V4 Pro: Run DeepSeek's Latest Reasoning Model on Your Own Hardware
DeepSeek V4 Pro is here with improved reasoning and massive context. Set it up locally with Ollama for private, state-of-the-art AI inference.
May 31, 2026 - 9 min read
Tutorials
Run OpenAI GPT-OSS 120B Locally: Set Up OpenAI's First Open-Source Model
OpenAI open-sourced GPT-OSS 120B and 20B. Here is how to run them locally with Ollama and what hardware you need.
May 31, 2026 - 10 min read
Tutorials
Daily Briefing Bot with n8n and Private Local LLMs
Build a personalised morning briefing that aggregates calendar, email, news, tasks, and metrics into a single AI-generated digest — all processed locally.
May 31, 2026 - 12 min read
Tutorials
Turn Slack Chats into Searchable Knowledge with n8n and Local AI
Capture decisions, Q&A, and technical discussions from Slack and index them into a private searchable knowledge base using n8n and local AI.
May 31, 2026 - 11 min read
Use Cases
Build a Local Lead Scoring System with n8n and Embeddings
Score inbound leads automatically by comparing their profiles and behaviour against your best customers using local embeddings and n8n.
May 31, 2026 - 10 min read
Use Cases
Automate Customer Support Triage with n8n and a Local AI Classifier
Route support tickets to the right team, auto-respond to FAQs, and escalate urgent issues using n8n and a private local LLM.
May 31, 2026 - 12 min read
Guides
Private AI Operations Dashboard with n8n, Grafana and Local Models
Monitor model performance, workflow health, token usage, and hardware metrics with a fully self-hosted observability stack.
May 31, 2026 - 14 min read
Tutorials
Content Publishing Pipeline with n8n for Small Teams
Automate draft review, SEO checks, image optimisation, and multi-platform publishing with n8n workflows and local AI tools.
May 31, 2026 - 11 min read
Tutorials
Create a Personal Email Assistant with n8n and Local LLMs
Build a privacy-first email assistant that drafts replies, categorises messages, and surfaces urgent items using n8n and local models.
May 31, 2026 - 13 min read
Use Cases
Build a Team Knowledge Base with n8n and AnythingLLM
Connect n8n automation to AnythingLLM so your team can search, chat with, and update internal knowledge without manual indexing.
May 31, 2026 - 11 min read
Tutorials
Automate Invoice Processing with n8n and Local AI
Extract line items, totals, and vendor details from PDF invoices using n8n and a local vision-capable LLM — no cloud APIs required.
May 31, 2026 - 14 min read
Tutorials
n8n AI Agent Node Deep Dive: Routing Workflows with Local LLMs
Use n8n's AI agent node with local Ollama models to route, classify, and transform data across your business workflows without sending anything to the cloud.
May 31, 2026 - 12 min read
Tools
Getting Started with Goose: The Open-Source Extensible AI Agent
Goose is an open-source extensible AI agent that goes beyond code suggestions — install, execute, edit, and test with any LLM provider on your own infrastructure.
May 31, 2026 - 8 min read
Tools
Getting Started with Google Gemini CLI for Terminal-Based AI Assistance
Google's open-source Gemini CLI brings AI-powered terminal assistance to your local dev workflow, with file editing, subagent delegation, and full MCP support.
May 31, 2026 - 10 min read
Tutorials
Add Persistent Memory to Local AI with MemPalace
MemPalace is the best-benchmarked open-source AI memory system. Add persistent cross-session recall to any local agent with MCP support and a free MIT licence.
May 31, 2026 - 9 min read
Use Cases
Team Collaboration with Local LLMs: Multi-User Workflows for Private AI
Design multi-user local AI systems where teams share models, collaborate on documents, and maintain privacy across departments with access controls and audit trails.
May 31, 2026 - 9 min read
Use Cases
Self-Hosted AI for Education: Local LLMs in Schools and Universities
Deploy local LLMs in educational settings for personalised tutoring, assignment feedback, research assistance, and administrative automation without student data leaving campus.
May 31, 2026 - 10 min read
Use Cases
Local AI for Legal Teams: Private Case Research with On-Premise LLMs
Deploy local LLMs in legal practices for confidential case research, contract review, and document analysis without exposing sensitive client data to cloud services.
May 31, 2026 - 10 min read
Use Cases
Building a Private AI System for Healthcare Data: Local LLMs and Compliance
Design a local AI system for healthcare data that keeps patient information private, meets compliance requirements, and delivers useful clinical decision support.
May 31, 2026 - 11 min read
Models
Best Embedding Models for Local RAG Systems in 2026
Compare embedding models for local retrieval-augmented generation, from BGE to E5 to Nomic Embed, and choose the right one for your document pipeline.
May 31, 2026 - 9 min read
Models
GGUF Quantisation Guide: Choosing the Right Format for Your Local LLM
Understand GGUF quantisation levels, choose Q2 through Q8 for your hardware, and balance quality against VRAM usage for every local model.
May 31, 2026 - 10 min read
Models
Gemma 3 Local Setup: Run Google's Open-Weight Models on Your Own Hardware
Install Gemma 3 locally with Ollama or Hugging Face, compare sizes, and build privacy-first workflows on Google's efficient open-weight architecture.
May 31, 2026 - 9 min read
Models
Phi-4: How Microsoft's Compact Model Changes Local AI Deployment
Run Phi-4 locally on modest hardware, understand why its small size punches above its weight, and integrate it into practical workflows.
May 31, 2026 - 8 min read
Models
Qwen 2.5 Local Setup Guide: Alibaba's Versatile Open-Weight Model Family
Install and run Qwen 2.5 models locally with Ollama or vLLM, compare size variants, and deploy them for chat, coding, and multilingual tasks.
May 31, 2026 - 9 min read
Models
DeepSeek R1 Local Setup Guide: Run a Reasoning Model on Your Own Hardware
Install DeepSeek R1 locally, configure quantised variants for consumer GPUs, and build a private reasoning workflow that keeps data off third-party servers.
May 31, 2026 - 10 min read
Tutorials
How to Set Up OpenCode as a Private AI Coding Agent with Local Models
Install OpenCode, connect it to a local model backend, and turn it into a practical private coding agent for everyday development work.
May 31, 2026 - 8 min read
Guides
Safe Public Exposure Blueprint for a Self-Hosted AI Stack
Expose a self-hosted AI stack carefully with segmentation, proxy controls, and a clear recovery plan.
May 31, 2026 - 9 min read
Tutorials
TLS and Certificate Hygiene for Caddy Fronted AI Apps
Keep TLS sane on Caddy fronted AI apps with clean certificates, redirects, and limited exposure.
May 31, 2026 - 7 min read
Guides
Monitoring Checklist for Self-Hosted AI Services
Track uptime, logs, latency, and disk pressure so your AI services fail loudly instead of silently.
May 31, 2026 - 8 min read
Tutorials
Linux Hardening Checklist for Self-Hosted AI Servers
Apply a practical Linux hardening baseline before you host AI services on a public or private server.
May 31, 2026 - 9 min read
Guides
Use VPN and SSO to Protect Private AI Tools
Keep private AI tools behind VPN access and SSO so only approved users can reach them.
May 31, 2026 - 7 min read
Tutorials
A Practical Backup Plan for Self-Hosted AI Databases
Protect AI databases, vector stores, and config files with backups you can actually restore.
May 31, 2026 - 8 min read
Guides
Proxmox Segmentation for AI VMs and Containers
Separate AI services in Proxmox so a single failure or compromise does not reach the whole homelab.
May 31, 2026 - 9 min read
Tutorials
Secure Docker Networks for Local AI Services
Build safer Docker networks for local AI by separating public fronts, private backends, and sensitive data.
May 31, 2026 - 8 min read
Tutorials
Caddy Access Controls for Self-Hosted AI Dashboards
Use Caddy to enforce authentication, route limits, and safer exposure rules for AI dashboards.
May 31, 2026 - 8 min read
Guides
Hardening Open WebUI Before Public Launch
Lock down Open WebUI with tighter proxy rules, safer uploads, and clear access boundaries before you publish it.
May 31, 2026 - 7 min read
Tutorials
Local AI for Software Developers: Code Completion and Review with Private Models
Use local LLMs for code completion, code review, documentation generation, and debugging — all without sending your source code to third-party services.
May 31, 2026 - 10 min read
Tutorials
How to Set Up a Local AI Chat Server with Open WebUI and Ollama
Build a private ChatGPT alternative on your own hardware with Open WebUI and Ollama, including Docker deployment, user accounts, and team access.
May 31, 2026 - 9 min read
Tools
Ollama vs LM Studio vs TabbyAPI: Choosing the Right Local Model Runner
A head-to-head comparison of Ollama, LM Studio, and TabbyAPI for local LLM inference covering setup, performance, API features, and best use cases.
May 31, 2026 - 10 min read
Tutorials
Docker Compose for Local AI: Run Ollama, Open WebUI, and AnythingLLM Together
Build a complete self-hosted AI stack with Docker Compose including Ollama, Open WebUI, AnythingLLM, and supporting services for private team AI.
May 31, 2026 - 11 min read
Tutorials
Ollama Power User Tips: Advanced Usage for Local Model Management
Go beyond ollama pull and ollama run with advanced features: custom Modelfiles, parallel requests, API usage, model management, and automation scripts.
May 31, 2026 - 8 min read
Tools
AnythingLLM vs Open WebUI: Which Local AI Interface Should You Choose?
A detailed feature comparison of AnythingLLM and Open WebUI for document workspaces, team collaboration, multi-model support, and deployment flexibility.
May 31, 2026 - 9 min read
Tutorials
text-generation-webui Setup: Install oobabooga for Local LLMs
A complete guide to installing and configuring text-generation-webui (oobabooga) with model loading, extensions, and API server for local AI.
May 31, 2026 - 10 min read
Tutorials
TabbyAPI Setup Guide: A FastAPI Inference Server for Local Models
Install and configure TabbyAPI, a lightweight FastAPI-based inference server for local LLMs with OpenAI-compatible endpoints and tool-calling support.
May 31, 2026 - 9 min read
Tutorials
LM Studio Setup Guide: Run Local Models with a Desktop Interface
Download, install, and configure LM Studio to run local LLMs on your desktop with a visual interface and OpenAI-compatible API server.
May 31, 2026 - 8 min read
Tutorials
Open WebUI Advanced Features: RAG, Web Search, and Image Generation
Go beyond basic chat with Open WebUI's RAG pipelines, web search integration, image generation, and multi-model workspaces.
May 31, 2026 - 10 min read
Guides
Mistral AI Now Summit: What the On-Premise Pivot Means for Self-Hosted AI
Mistral AI is building the full stack for private, on-premise AI. Here is what their summit revealed about small specialised models, skills, and the future of local inference.
May 31, 2026 - 7 min read
Tools
OpenMonoAgent.ai: Set Up a Local-First Coding Agent That Costs Nothing to Run
OpenMonoAgent is a new open-source coding agent that runs entirely on your hardware with no subscriptions or per-token billing. Here is how to get started.
May 31, 2026 - 8 min read
Hardware
A Practical Decision Guide for Self-Hosted AI Storage
Choose the right storage layout, SSD type, capacity tier, and backup plan for your self-hosted AI stack.
May 31, 2026 - 8 min read
Use Cases
How to Set Up a Local AI Research Assistant for Papers and Technical Documents
Build a private research assistant that reads papers, extracts findings, and answers questions from your technical document collection.
May 31, 2026 - 9 min read
Models
Mistral vs Llama vs Qwen: Choosing the Best Open-Weight Model Family
Compare Mistral, Llama, and Qwen model families across performance, hardware fit, ecosystem support, and practical use cases.
May 31, 2026 - 10 min read
Guides
Local AI vs Cloud AI Cost Calculator: When Does Self-Hosting Actually Save Money?
Estimate real costs for local versus cloud AI usage across hardware, power, API fees, and time spent maintaining the stack.
May 31, 2026 - 9 min read
Models
Prompt Chaining: Connect Multiple Prompts for Better Local AI Results
Chain short, focused prompts together to produce better results than one giant instruction with local models.
May 31, 2026 - 7 min read
Tutorials
How to Build a Local AI Writing Assistant That Respects Your Voice
Train a local model on your past writing, tune prompts, and build a writing assistant that sounds like you, not a generic bot.
May 31, 2026 - 10 min read
Use Cases
A Complete Guide to Local AI for Freelancers and Solopreneurs
Practical private AI setup for solo operators: writing, research, client communication, and simple workflow automation.
May 31, 2026 - 9 min read
Tools
Ollama vs vLLM vs llama.cpp: Choosing a Local Inference Engine for Your Stack
Compare Ollama, vLLM, and llama.cpp across ease of use, performance, GPU support, and production readiness for self-hosted AI.
May 31, 2026 - 10 min read
Tutorials
Five Prompt Patterns That Fix the Most Common Local AI Frustrations
Fix vague answers, ignored instructions, and inconsistent output with five practical prompt patterns for local LLMs.
May 31, 2026 - 8 min read
Tools
Claude Code vs Codex vs Kimi Code: Which AI Coding Agent Is Best for Self-Hosted Teams?
Compare Claude Code, OpenAI Codex, and Kimi Code head-to-head for self-hosted development workflows, privacy, and local model support.
May 31, 2026 - 10 min read
Guides
AI Usage Tips That Save Time Without Overcomplicating Your Stack
Practical AI habits that keep your workflow fast, private, and easy to maintain.
May 31, 2026 - 7 min read
Guides
Decision Guide for Going Private with AI at Home or in a Small Team
Use a simple checklist to decide whether a private AI stack makes sense at home or for a small team.
May 31, 2026 - 9 min read
Tools
Choose the Right Chat Interface for a Self-Hosted AI Stack
Pick a chat interface that matches your model, workflow, and daily usage patterns.
May 31, 2026 - 8 min read
Hardware
Choosing the Right GPU for Local AI Inference
Compare VRAM, memory bandwidth, thermals, and power before buying a GPU for private LLMs.
May 31, 2026 - 9 min read
Guides
Operational Playbooks for Running Private AI Like a Service
Treat your private AI stack like a service with checklists, monitoring, backups, and recovery steps.
May 31, 2026 - 9 min read
Guides
Design a Two-Tier AI Stack for Speed and Privacy
Balance fast cloud models and private local models with a two-tier AI architecture that protects sensitive work.
May 31, 2026 - 8 min read
Use Cases
Document Intelligence Pipelines for Small Teams
Create a document pipeline that extracts, classifies, and summarises files for your team privately.
May 31, 2026 - 9 min read
Tutorials
How to Route Sensitive Tasks to a Self-Hosted AI Assistant
Keep sensitive prompts local by routing private tasks to a self-hosted assistant instead of a public model.
May 31, 2026 - 8 min read
Guides
Private AI Productivity Systems for Founders
Build a private AI productivity stack that helps founders write, plan, summarise, and follow up faster.
May 31, 2026 - 7 min read
Guides
A Practical Workflow for Weekly Reporting with n8n and Local LLMs
Use private AI to gather metrics, draft summaries, and standardise weekly reporting for your team.
May 31, 2026 - 8 min read
Use Cases
Automate Meeting Notes into Action Items with Local AI
Turn meeting transcripts into decisions, owners, and reminders using local AI and n8n.
May 31, 2026 - 7 min read
Tutorials
Create an Internal Knowledge Assistant with Open WebUI and Ollama
Build a private knowledge assistant that answers from your documents, notes, and internal guides.
May 31, 2026 - 8 min read
Tools
Build a Private AI Helpdesk with n8n and Open WebUI
Turn support emails and ticket queues into a private AI helpdesk with routing, summaries, and safer replies.
May 31, 2026 - 9 min read
Use Cases
n8n Workflows for Client Onboarding in a Small Business
Use n8n and private AI to collect client details, draft welcome messages, and keep onboarding consistent.
May 31, 2026 - 8 min read
Guides
Build an Incident Response Plan for Your Self-Hosted AI Stack
Prepare for outages, leaks, and misconfigurations with a simple response plan for AI services.
May 31, 2026 - 10 min read
Tutorials
TLS Hardening Checklist for Caddy on a Self-Hosted AI Server
Tighten your TLS posture with good defaults, redirect rules, and safer proxy settings.
May 31, 2026 - 8 min read
Guides
Network Segmentation for AI Homelabs with VLANs and Firewalls
Separate AI services, management traffic, and user access with clean homelab network boundaries.
May 31, 2026 - 9 min read
Tutorials
Secure Public Exposure for Open WebUI Behind Caddy
Expose Open WebUI safely with TLS, authentication, rate limits, and careful route design.
May 31, 2026 - 10 min read
Guides
Monitor Self-Hosted AI Services with Uptime, Logs, and Metrics
Track availability, latency, and failures so your AI stack stays trustworthy and maintainable.
May 31, 2026 - 9 min read
Guides
Restrict Access to Private AI Dashboards with VPN and SSO
Use VPNs, identity-aware access, and role separation to keep AI dashboards private.
May 31, 2026 - 8 min read
Guides
Proxmox Backup Strategy for AI VMs and Containers
Protect Proxmox-based AI workloads with snapshots, off-host backups, and tested restore steps.
May 31, 2026 - 11 min read
Tutorials
Harden Docker Compose Stacks for Local AI Services
Use Docker Compose defensively with non-root containers, restricted networks, and safer secrets handling.
May 31, 2026 - 10 min read
Guides
Caddy Reverse Proxy for Self-Hosted AI with Automatic TLS
Put Caddy in front of your AI apps for clean hostnames, automatic HTTPS, and safer exposure.
May 31, 2026 - 9 min read
Tutorials
Create a Local Document Q&A Workflow for Faster Answers
Set up a practical question-answering workflow for PDFs, notes, and internal knowledge on your own server.
May 31, 2026 - 8 min read
News
[News] Study: LLMs Believe Falsehoods 88% of the Time Even with Explicit Warnings
New research on 'negation neglect' finds that LLMs absorb false claims from training data even when documents are stamped WARNING: THIS IS FALSE — with 88.6% belief persistence.
May 31, 2026 - 4 min read
Models
[News] Liquid AI Releases LFM2.5-8B-A1B: On-Device MoE with 128K Context
Liquid AI's new LFM2.5-8B-A1B packs 8B total parameters (1B active) with a 128K context window, trained on 38 trillion tokens, and runs on llama.cpp, MLX, vLLM and SGLang from day one.
May 31, 2026 - 4 min read
News
[News] Open-Source Dev Plants Prompt Injection That Nukes AI Coder Code
A developer added hidden prompt injection to the jqwik testing framework that tells AI coding agents to delete all jqwik tests and code — and concealed it with ANSI escape sequences.
May 31, 2026 - 4 min read
Tools
[GitHub] multi-llm-mcp: Bridge Claude Code and Codex with One MCP Server
A new open-source MCP server lets Claude Code call OpenAI Codex as a subagent — or route tasks across GPT, Kimi, DeepSeek, and Qwen — all from a single config.
May 31, 2026 - 4 min read
News
Google to Remake Search with Agentic AI Powered by Gemini 3.5 Flash
Google announces a sweeping transformation of Search powered by agentic AI, moving from ten blue links to generative interfaces and custom app creation on the fly.
May 31, 2026 - 4 min read
News
[TechCrunch] Meta Developing AI Pendant — Standalone Wearable Without Phone
Meta is reportedly building an AI-powered pendant that functions as a standalone wearable assistant — no phone tethering required — marking another bet on AI hardware beyond smart glasses.
May 31, 2026 - 3 min read
News
[Ars Technica] Dev Sneaks Data-Nuking Prompt Injection Into Code, Fires at Vibe Coders
A developer fed up with low-quality AI-generated code hid a data-destroying prompt injection in a public npm package, targeting so-called 'vibe coders' who merge AI output without review.
May 31, 2026 - 3 min read
News
Google Gemini 3.5 Flash Announced: Fast AI Model Rivals GPT 5.5
Google launches Gemini 3.5 Flash, an agent-optimised model that matches GPT 5.5 on coding benchmarks while being dramatically more efficient and cost-effective.
May 31, 2026 - 5 min read
News
Google's SynthID AI Watermarking Adopted by OpenAI, Nvidia, and ElevenLabs
Google partners with OpenAI, Nvidia, ElevenLabs, and Kakao to bring SynthID AI watermarking across the industry, marking a major step toward universal AI content labelling.
May 31, 2026 - 4 min read
News
[Ars Technica] Critical Starlette Vulnerability Puts Millions of AI Agents at Risk
A critical vulnerability called 'BadHost' discovered in Starlette — a Python package with 325 million weekly downloads — poses a severe risk to millions of AI agents built on the framework.
May 31, 2026 - 3 min read
News
[The Verge] Breaking: OpenAI's Codex Can Now Control Windows Computers
OpenAI brings Codex's computer-use agent to Windows, letting the AI 'see' your screen and perform tasks on your PC — expanding beyond the Mac-only launch.
May 31, 2026 - 3 min read
Guides
How to Stop AI Slop: Make Your Local LLM Sound Human with Anti-Slop Skills
Tired of your local AI sounding like a generic chatbot? Stop-slop and taste-skill are trending open-source tools that strip AI tells from prose and give your model genuine taste.
May 30, 2026 - 11 min read
Tools
Self-Hosted AI Agent Security: Deploy Microsoft's Agent Governance Toolkit
Microsoft's Agent Governance Toolkit brings zero-trust policy enforcement, execution sandboxing, and audit trails to autonomous AI agents. Here is how to deploy it on your own infrastructure.
May 30, 2026 - 12 min read
News
[ArXiv] Breaking: LiteCoder-Terminal
LiteCoder-Terminal introduces a scalable way to generate terminal training environments for language agents, which could improve local coding-agent training.
May 30, 2026 - 4 min read
News
[ArXiv] Breaking: AgentDoG 1.5
AgentDoG 1.5 is a new lightweight safety framework for AI agents, with taxonomy-guided data, smaller open models, and an online guardrail mode.
May 30, 2026 - 4 min read
News
Apple Looks to Cram Massive Gemini Model into iPhone for AI-Powered Siri
Apple reportedly works with Google and Nvidia to bring Gemini's multi-trillion parameter model to the iPhone, with both on-device and cloud components planned.
May 30, 2026 - 5 min read
News
Critical BadHost Vulnerability in Starlette Imperils Millions of AI Agents
A trivial-to-exploit flaw in Starlette, the foundation of FastAPI serving millions of AI agents, exposes servers running MCP and other agentic frameworks to credential theft.
May 30, 2026 - 5 min read
News
GitHub Copilot Switches to Token-Based Billing, Users Face Severe Cost Hikes
GitHub Copilot moves from flat-rate subscriptions to per-token billing on June 1, with some developers reporting 10x–60x cost increases and threatening to cancel.
May 30, 2026 - 4 min read
News
[GitHub] Anthropic Publishes Open-Source Agent Skills Repository -- Surges to 144K Stars
Anthropic's new public Agent Skills repo has exploded to 144K GitHub stars, offering reusable skill templates for Claude Code and other AI coding agents.
May 30, 2026 - 4 min read
News
[TechCrunch] GitHub Copilot Switches to Token-Based Billing, Devs Report Massive Cost Increases
GitHub is replacing Copilot's flat subscription with a token-based billing model that has some developers reporting costs up to 10x higher. Changes take effect June 1.
May 30, 2026 - 4 min read
Tools
CodeGraph: Pre-Indexed Code Knowledge Graphs for AI Coding Agents
CodeGraph is an open-source tool that pre-indexes your codebase into a knowledge graph — cutting AI coding agent costs by 25%, token use by 57%, and tool calls by 62%.
May 30, 2026 - 8 min read
Tools
Cross-Agent Memory Is Here: Run ai-memory for Persistent Context Between Claude Code, Codex, and Cursor
ai-memory gives AI coding agents a shared, persistent wiki — quit Claude Code mid-task, start Codex hours later, and continue without re-explaining. Here is how to set it up on your own server.
May 30, 2026 - 10 min read
News
[The Verge] California SB-53 AI Transparency Bill Becomes Law
California SB 53 establishes safety reporting requirements for large AI companies, requiring transparency around model capabilities, risks, and incident reporting.
May 30, 2026 - 3 min read
News
[The Verge] Anthropic Raises $65B at Nearly $1 Trillion Valuation
Anthropic's $65B Series H gives it a ~$965B valuation, surpassing OpenAI's $730B — funds earmarked for safety research, compute expansion, and product scaling.
May 30, 2026 - 3 min read
Tools
Self-Hosted Voice AI: How to Deploy Dograh AI as a Vapi Alternative
Dograh AI is an open-source, self-hostable voice AI platform that replaces Vapi and Retell — build production voice agents with custom STT, LLM, and TTS on your own infrastructure.
May 30, 2026 - 9 min read
Models
Liquid AI LFM2.5-8B-A1B: The 1B-Active-Parameter MoE Model That Runs on Consumer Hardware
Liquid AI released LFM2.5-8B-A1B, a Mixture-of-Experts model with only 1B active parameters per token, a 128K context window, and day-one support for llama.cpp — making it one of the most efficient models for local inference.
May 30, 2026 - 9 min read
Models
How to Run Liquid AI LFM2.5-8B-A1B Locally: A New MoE Model for Consumer Hardware
Liquid AI's LFM2.5-8B-A1B is an 8B-parameter MoE model with only 1B active parameters, trained on 38T tokens with 128K context — and it runs on consumer hardware via llama.cpp and GGUF.
May 30, 2026 - 10 min read
Tools
Run Kimi Code Locally: MoonshotAI's Open-Source Coding Agent Compared to Claude Code
MoonshotAI released Kimi Code, an open-source AI coding agent with subagent support, MCP integration, and video input — all under MIT. Here is how to run it locally and what it means for the self-hosted coding agent landscape.
May 30, 2026 - 10 min read
News
[GitHub] Breaking: LogicPipe — New Open-Source Framework for Edge Multi-Device LLM Inference Hits 200 Stars
LogicPipe is an open-source Python framework for running collaborative LLM inference across multiple edge devices with pipeline parallelism, DAG scheduling, and KV cache reuse.
May 30, 2026 - 3 min read
News
[Ars Technica] Breaking: LLMs Believe False Statements Even After Explicit Warnings — 'Negation Neglect' Found Across Models
New research reveals LLMs absorb false information even when it's explicitly labelled as false in training data, with belief rates above 88% across tested models including Qwen, Kimi, and GPT-4.1.
May 30, 2026 - 4 min read
Use Cases
Apple Reportedly Distilling Google's Gemini Model to Run Siri On-Device
Apple is working to shrink Google's multi-trillion-parameter Gemini model to run on the iPhone, signalling a major push toward capable on-device AI — with implications for the local AI community.
May 30, 2026 - 5 min read
Models
[ArXiv] Qwen-VLA: Unified Vision-Language-Action Model for Robotics
Alibaba's Qwen team releases Qwen-VLA, an embodied foundation model that unifies vision, language, and continuous action generation across diverse robot platforms.
May 30, 2026 - 3 min read
Tools
Critical "BadHost" Vulnerability in Starlette Exposes Millions of AI Agents
A high-severity vulnerability in Starlette, the base framework for FastAPI, vLLM, and LiteLLM, allows attackers to bypass authentication on servers running AI agents via unvalidated Host headers.
May 30, 2026 - 6 min read
Guides
[Breaking] Illinois Passes Landmark AI Safety Law, Skirting Federal Gridlock
Illinois SB 315 requires frontier AI firms to submit independent safety audits, incident reports, and whistleblower protections, with support from OpenAI and Anthropic.
May 30, 2026 - 4 min read
Tools
[Breaking] BadHost: Critical Starlette Vuln Hits AI Agent Infrastructure
CVE-2026-48710 (BadHost) lets attackers breach AI servers running FastAPI, vLLM, and LiteLLM by injecting a single character into the HTTP Host header.
May 30, 2026 - 4 min read
Tutorials
Practical Prompt Templates for Research, Summarisation, and Drafting
Use repeatable templates for research, summarisation, rewriting, and first-pass drafting.
May 30, 2026 - 9 min read
Hardware
Ryzen vs Intel for Self-Hosted AI Servers
Pick the right CPU platform for inference, orchestration, containers, and background services.
May 30, 2026 - 8 min read
Use Cases
Practical Local AI Workflows for Teams Using Open WebUI and Ollama
Put local AI into team workflows with shared prompts, permissions, document chat, and repeatable habits.
May 30, 2026 - 10 min read
News
[TechCrunch] AI Chip Startup Groq Reportedly Raising $650M After Nvidia's $20B Deal
AI inference chip startup Groq is reportedly raising $650M in new funding, just days after Nvidia's $20B 'not-acqui-hire' deal reshaped the AI chip landscape.
May 30, 2026 - 3 min read
News
[HF Papers] minWM: New Open-Source Framework Builds Real-Time Interactive Video World Models
minWM provides a full-stack pipeline for turning video diffusion models into controllable, real-time interactive world models — now open-source on GitHub.
May 30, 2026 - 4 min read
News
[Ars Technica] Illinois Passes Landmark AI Regulation Law, Undercutting Federal Control
Illinois has passed a comprehensive AI regulation bill that gives the state significant oversight over frontier AI development, marking a shift in regulatory power away from the federal government.
May 30, 2026 - 4 min read
News
[GitHub] Taste-Skill Surges to 28K Stars: The 'Anti-Slop' Framework for AI Coding Agents
Taste-Skill, an open-source agent skill that stops AI coding tools from generating boring, generic output, hits 28K GitHub stars as the 'anti-slop' movement gains momentum.
May 30, 2026 - 4 min read
News
[Ars Technica] Apple Working to Cram Multi-Trillion Parameter Gemini Model Into iPhone for New Siri
Apple is reportedly attempting to distill Google's multi-trillion parameter Gemini model into a version that runs on-device iPhone hardware, powering a fundamentally new Siri experience.
May 30, 2026 - 4 min read
News
[The Verge] AI Training Startup Will Clean Your Home for Free to Collect Robot Training Data
AI training startup Shift is offering free home cleaning to collect real-world robot training data, raising privacy and data sovereignty questions for self-hosters.
May 30, 2026 - 4 min read
News
[TechCrunch] XCENA Raises $135M on a Bet That Memory Is AI's Real Bottleneck
South Korean chip startup XCENA secures $135M at a $570M valuation, betting that memory bandwidth — not compute — is the limiting factor for AI inference.
May 30, 2026 - 4 min read
News
[TechCrunch] Anthropic Releases Claude Opus 4.8 with Dynamic Workflow Agent Tool
Claude Opus 4.8 ships with stronger coding and agentic performance plus a Dynamic Workflow tool for coordinating swarms of subagents.
May 30, 2026 - 4 min read
Models
Build a Two-Model Workflow with a Fast Model and a Reasoning Model
Combine a small fast model and a stronger reasoning model to balance speed, cost, and quality.
May 29, 2026 - 10 min read
Hardware
How Much RAM Do You Need for Local LLMs?
Work out whether 32GB, 64GB, or 128GB is the right memory target for your AI box.
May 29, 2026 - 8 min read
Tutorials
Tune Chunk Size and Overlap for Better Retrieval
Find better RAG results by tuning document chunk size, overlap, and structure for your corpus.
May 29, 2026 - 7 min read
Guides
When to Use Cloud AI vs Local AI for Different Tasks
A practical decision guide for choosing between cloud AI convenience and local AI control.
May 28, 2026 - 9 min read
Hardware
Best SSD and Storage Layout for Model Files
Separate OS, model cache, databases, and backups so your local AI stack stays fast and recoverable.
May 28, 2026 - 9 min read
Guides
Stop Hallucinations in Local RAG Systems
Reduce fabricated answers in local RAG with retrieval checks, prompt controls, and better evaluation.
May 28, 2026 - 8 min read
Tutorials
How to Write Better System Prompts for AI Assistants
Design system prompts that keep assistants consistent, useful, and less likely to drift off task.
May 27, 2026 - 8 min read
Models
How to Choose the Right Local Model Size
Match model size to your hardware, latency target, and task before you chase benchmark hype.
May 27, 2026 - 8 min read
Guides
How to Index Local Documents Safely on a Private Server
Prepare files, metadata, and permissions so document indexing stays private and maintainable.
May 27, 2026 - 9 min read
Tutorials
Local Assistant Workflows for Everyday Productivity
Turn a private assistant into a daily productivity layer for notes, drafts, summaries, and follow-ups.
May 26, 2026 - 10 min read
Models
Quantisation Levels Explained for Real-World Local AI
Understand what 4-bit, 5-bit, and 8-bit quantisation actually mean for speed, quality, and memory.
May 26, 2026 - 9 min read
Tools
Improve Chat UX in Open WebUI for Faster Daily Use
Make local chat more usable with better history, model selection, prompt habits, and workspace design.
May 26, 2026 - 8 min read
Tools
ChatGPT Alternatives That Work Well for Private Use
Compare private-friendly AI alternatives for chat, documents, and self-hosted productivity.
May 25, 2026 - 9 min read
Guides
How to Benchmark Local AI Performance Properly
Measure tokens per second, first-token latency, warm starts, and real workload behaviour before upgrading.
May 25, 2026 - 8 min read
Tutorials
Prompt Tuning for Local LLMs Without Overcomplicating Things
Use better prompts, roles, examples, and constraints to improve local model output quickly.
May 25, 2026 - 7 min read
Models
Prompt Engineering for Local AI That Produces Better Answers
Use clearer instructions, better context, and repeatable prompt patterns to improve local model output.
May 24, 2026 - 8 min read
Hardware
Quiet Mini PC Builds for Embeddings and Light Chat
Build a low-noise local AI box for embeddings, small models, and always-on private tools.
May 24, 2026 - 8 min read
Models
Choosing the Best Embedding Model for Local Search
Compare embedding models for retrieval, semantic search, and document clustering on local hardware.
May 24, 2026 - 8 min read
Hardware
Workstation vs Server for a Self-Hosted AI Rack
Decide whether your local AI stack belongs in a workstation, tower server, or proper rackmount box.
May 23, 2026 - 9 min read
Guides
Build a Local RAG Pipeline That Actually Answers Questions
Design a local RAG stack with better retrieval, cleaner context, and fewer vague answers.
May 23, 2026 - 11 min read
Hardware
Balanced Budget Build for a Private AI Lab
Assemble a sensible local AI build with enough GPU, RAM, and storage without overspending.
May 22, 2026 - 10 min read
Tutorials
Open WebUI Setup for Local Documents
Turn Open WebUI into a practical document chat layer for PDFs, notes, and private knowledge bases.
May 22, 2026 - 9 min read
Tutorials
How to Run Llama 3 Locally with Ollama
Install Ollama, pull Llama 3, tune your first prompt workflow, and keep your data local.
May 21, 2026 - 8 min read
Guides
Proxmox Setup for AI Workloads
Design a Proxmox homelab foundation for containers, GPUs, snapshots, and local model services.
May 20, 2026 - 12 min read
Hardware
Best Hardware for Self-Hosted AI
A pragmatic guide to GPUs, CPUs, memory, storage, and power for local inference.
May 19, 2026 - 10 min read
Tools
Open WebUI vs AnythingLLM
Compare two leading local AI interfaces for retrieval, chat, teams, and automation.
May 18, 2026 - 9 min read
Tutorials
Build Your Own AI Assistant with n8n
Connect local models to repeatable workflows, notifications, and private data sources.
May 17, 2026 - 11 min read
Use Cases
Self-Hosted AI for Small Businesses
Where local models fit into support, operations, knowledge search, and data control.
May 16, 2026 - 7 min read
Tutorials
Docker Setup for Local AI Tools
Use Docker Compose to run local AI interfaces, model services, databases, and automation cleanly.
May 15, 2026 - 9 min read
Guides
Private AI vs Cloud AI
Understand the tradeoffs between local private AI and managed cloud AI before choosing a stack.
May 14, 2026 - 8 min read
Models
Best Local AI Models for Beginners
A beginner-friendly map of local model types, sizes, and practical first choices.
May 13, 2026 - 8 min read
Guides
How to Secure a Self-Hosted AI Server
Lock down your local AI stack with authentication, network boundaries, backups, and monitoring.
May 12, 2026 - 10 min read