Blog· Page 4 of 46
Robocopy Command Guide: Mirror, Copy and Sync (2026)
Robocopy examples for every job: mirror a folder with /MIR, copy with /E, resume large transfers with /Z, multithread with /MT, and test safely with /L. Full 2026 switch reference for Windows 10, 11 and Server.
Run DeepSeek Locally: Hardware Requirements and Step-by-Step Setup
How to self-host DeepSeek models on your own hardware — which variant and quantization to pick for your VRAM, how to run it with Ollama or llama.cpp, and what performance to expect.
Running LLMs on Apple Silicon: MLX vs GGUF and Why Macs Punch Above Their Weight
Apple Silicon's unified memory lets a Mac run models that would need a much pricier GPU. Here's how MLX compares to GGUF, what unified memory means for model size, and the fastest way to run LLMs on M-series chips.
Running Local AI: The Complete Guide to Self-Hosting LLMs on Your Own Hardware
Everything you need to run large language models on hardware you own — runtimes, model formats, quantization, VRAM math, multi-GPU, Apple Silicon, and how to serve it all behind one endpoint. The hub for our local-AI series.
Splitting Models Across Multiple GPUs — and Why Image and Video Models Can't Do It the Same Way
Text models shard across GPUs cleanly; diffusion image and video models fight you every step. Here's how tensor and pipeline parallelism work, why transformers split so well, and why a U-Net/DiT doesn't.
tracert Command: Trace Network Routes on Windows (2026)
Trace the network route to any host with the Windows tracert command. Read hop output, decode request-timed-out asterisks, and learn tracert vs ping vs pathping for diagnosing latency and packet loss.
What Is GGUF? Local AI Model Formats Explained (GGUF, safetensors, MLX, GPTQ, AWQ)
GGUF, safetensors, MLX, GPTQ, AWQ, EXL2 — what each model format is, which runtime uses which, and how to pick the right file to download for your hardware.
What Is the Model Context Protocol (MCP)? The USB-C Port for AI, Explained
Model Context Protocol (MCP) is the open standard — created by Anthropic in late 2024 — that lets any AI application connect to tools, data, and prompts through one uniform wire protocol. Here's how the host/client/server architecture, primitives, and transports actually work.
winget Commands: Install, Upgrade and Manage Apps (2026)
Install, upgrade and manage Windows apps from the command line with winget. Complete 2026 reference for winget install, winget upgrade --all, search, export and silent automation.
How to Use Claude Code From Your Phone With /remote-control
Claude Code's Remote Control feature lets you steer a coding session running on your machine from your phone, tablet, or browser. Here's how to set it up, when it beats Claude Code on the web, and the security model behind it.
Gemini CLI Is Being Retired on June 18 — Meet Antigravity CLI
Google is deprecating Gemini CLI and moving developers to the new Antigravity CLI on June 18, 2026. Here's what's actually changing, who's affected, the CI/CD landmine to watch for, and how to migrate before your scripts break.
Recover a Closed Claude Code Session: Commands & Fixes
Accidentally closed Claude Code? Recover your conversation with --continue or --resume, plus find saved transcripts if your session doesn't appear.
Claude Code's Security-Guidance Plugin: Shift-Left Security That Fixes Code as You Write It
Anthropic's free security-guidance plugin makes Claude Code review and fix vulnerabilities in the same session. Here's what it catches, how to install it, and how to roll org-wide rules across your team.
Is Qwen Code Still Free in 2026? 3 Free Paths
Yes—the Qwen Code CLI is still free and open source. See what ended April 15, 2026, plus 3 ways to keep using Qwen3-Coder for free.
Claude Code Dynamic Workflows: Runtime Multi-Agent Orchestration
Dynamic workflows let Claude Code write an orchestration script that fans out across hundreds of subagents for codebase-scale audits and migrations. Here's how the runtime works, who can use it, and when it beats a single conversation.
Google Antigravity 2.0 Broke Your Setup? What Changed and How to Recover
Antigravity 2.0 auto-rolled out on May 19, 2026 and replaced many developers' working IDE with an agent-orchestration desktop app. Here's what actually changed and how to recover your projects, history, and editor.
How to Add an MCP Server to Any AI Coding CLI (Claude Code, Codex, Gemini, Qwen, Oh My Pi)
A practical, per-tool guide to wiring up Model Context Protocol servers across Claude Code, Codex CLI, Gemini CLI, Qwen Code, and Oh My Pi — including stdio vs HTTP transports, config file locations, scopes, secrets, and the field-name gotchas that trip everyone up.
Claude Cowork: Anthropic's Autonomous Desktop Agent (What MSPs Need to Know)
Claude Cowork is an agentic mode in the Claude Desktop app that reads, edits, and organizes files on your computer and runs multi-step tasks on its own. Here's how it works, who can use it, and the security and governance controls IT teams should put in place first.
Claude's "Dreaming" Explained: Self-Improving Memory for Managed Agents
Anthropic's Dreaming feature lets Claude Managed Agents consolidate their own memory between sessions, the way a brain replays the day during sleep. Here's what it does, who can use it, and where it helps.
CLAUDE.md vs AGENTS.md vs GEMINI.md: How Each CLI Reads Project Context
Claude Code, Codex CLI, and Gemini CLI each read a different project-context file. Here's how discovery, scope, and size limits actually work, and how to maintain one source of truth without file drift.
Codex CLI, Claude Code & Gemini CLI Sandbox and Approval Modes Compared
What --yolo and --dangerously-skip-permissions actually remove. A risk-oriented comparison of the sandbox modes and approval policies in Codex CLI, Claude Code, Gemini CLI, Qwen Code, and Oh My Pi — with the exact flags, config keys, and defaults, verified against vendor documentation.
Claude's Outcomes Feature: Rubric Grading That Knows When an Agent Is Done
Claude Managed Agents now ship with Outcomes, a rubric-driven grading loop where a separate agent scores the work against your definition of done. Here's how it works, who can use it, and how to write a rubric that actually finishes the job.
AI Coding CLIs in CI/CD: Headless Modes, GitHub Actions, and Safe Automation
A practical DevOps guide to running Claude Code, Codex CLI, and Gemini CLI non-interactively in pipelines — headless flags, GitHub Actions, cost ceilings, and the guardrails that keep secrets from leaking.
Scheduled Claude Agents: Managed Agents and Routines for Set-and-Forget Automation
Claude can now run agents on a cron schedule that securely reach CLI tools and authenticated services. Here's how Managed Agents and Claude Code Routines differ, and how IT and ops teams can use them safely.