Run Kimi K3 With Claude Code on Windows or WSL
Connect Claude Code to Kimi K3 using Moonshot's Anthropic-compatible endpoint, current model ID, reasoning controls, and verification steps.
MCSA Guru Team Aug 29, 2026 3 min read
AI Coding Tools & Models
114 guides
Run terminal coding agents — Claude Code, Codex CLI, OpenCode, Aider, and Cline — on cheap and open models like DeepSeek, Qwen, GLM, and Kimi. Setup guides, routing and proxy tools, pricing, and comparisons for Windows and WSL.
How Much Does Claude Code Actually Cost (and How to Cut It)
What Claude Code really costs and practical ways to cut it: cheaper model backends, routing by task, cache and off-peak discounts, and tighter prompting habits.
MCSA Guru Team Aug 29, 2026 4 min read
Cursor Alternative on Windows: Open-Source Setup With DeepSeek
Build a Cursor alternative on Windows with open-source tools and DeepSeek. Cline or OpenCode plus a cheap model give you AI coding without a subscription.
MCSA Guru Team Aug 28, 2026 3 min read
Claude Code Subagents: What They Are and How to Use Them
Learn how Claude Code subagents work: separate context windows, custom system prompts, scoped tools, and per-agent model routing. Full example agent file included.
MCSA Guru Team Aug 28, 2026 9 min read
How to Set Up OpenClaw with DeepSeek (Cheap Self-Hosted Agent)
Point OpenClaw at DeepSeek for a self-hosted AI assistant that costs cents to run. The config, the OpenAI-compatible endpoint, key handling, and the gotchas.
MCSA Guru Team Aug 28, 2026 5 min read
Use Kimi K2.7 Code With Aider on WSL
Connect Aider to Kimi K2.7 Code through Moonshot's OpenAI-compatible API in WSL, with the current model ID and safe git workflow.
MCSA Guru Team Aug 27, 2026 2 min read
The Best Claude Code Slash Commands to Set Up in 2026
The built-in and custom Claude Code slash commands worth knowing in 2026, context, cost, model switching, clear, plus custom commands you should build.
MCSA Guru Team Aug 27, 2026 4 min read
Connect OpenCode to DeepSeek V4
Connect OpenCode to DeepSeek V4 using the current built-in provider flow, select V4 Flash or Pro, verify the API connection, and fix common errors.
MCSA Guru Team Aug 26, 2026 3 min read
Use Qwen3.8-Max With Aider
Connect Aider to Qwen3.8-Max through Alibaba Model Studio's OpenAI-compatible workspace endpoint.
MCSA Guru Team Aug 26, 2026 3 min read
deepclaude on Windows: Claude Code + DeepSeek in 5 Minutes
Use deepclaude on Windows to run Claude Code's agent loop on DeepSeek V4 or any Anthropic-compatible backend. Install, configure, verify, and the trade-offs.
MCSA Guru Team Aug 25, 2026 3 min read
DeepSeek + Cline in VS Code: Free-Tier-Friendly Setup
Use DeepSeek with the Cline extension in VS Code for cheap, in-editor AI coding. OpenAI-compatible provider setup, model choice, plan mode, pricing, and fixes.
MCSA Guru Team Aug 25, 2026 3 min read
CC Switch: Provider Manager for AI Coding Tools
Install CC Switch and manage providers, MCP servers, prompts, skills, sessions, proxy routing, and usage across Claude Code, Codex, OpenCode, and more.
MCSA Guru Team Aug 24, 2026 6 min read
GitHub MCP Server for Claude Code: Setup on Windows and WSL
Connect the GitHub MCP server to Claude Code on Windows and WSL. Token auth, what it unlocks, issues, PRs, code search, example workflows, and scope cautions.
MCSA Guru Team Aug 24, 2026 5 min read
Configure a Custom Model Provider in Codex
Configure a custom Codex model provider safely, match its wire protocol and model catalog, protect credentials, and verify the provider before editing code.
MCSA Guru Team Aug 23, 2026 2 min read
Xiaomi MiMo Pricing and Free Tiers Explained
Xiaomi MiMo pricing explained: current MiMo V2.5 and V2.5 Pro API rates, cache-hit discounts, no long-context surcharge, token plans, free trial access, and cost estimates.
MCSA Guru Team Aug 23, 2026 4 min read
9Router: Local AI Gateway, Fallbacks, and Setup
Install 9Router, connect coding clients to its local endpoint, configure providers and fallback combos, and understand protocol translation and security.
MCSA Guru Team Aug 22, 2026 6 min read
How to Build Your Own MCP Server (Node + TypeScript)
Build a minimal MCP server from scratch with the official TypeScript SDK, expose one tool over stdio, connect it to Claude Code, and test it end to end.
MCSA Guru Team Aug 22, 2026 5 min read
Best Claude Code Hook Examples to Copy in 2026
Practical Claude Code hook examples worth copying, auto-format, block destructive commands, notify on stop, log activity, and load context on session start.
MCSA Guru Team Aug 22, 2026 5 min read
Cerebras Qwen3-Coder Is Deprecated: OpenCode Migration
Cerebras deprecated its public Qwen3-Coder-480B model. Replace the broken OpenCode setup with a current public model or a Qwen provider.
MCSA Guru Team Aug 22, 2026 2 min read
Claude Code MCP Server Not Working? A Troubleshooting Guide
Fix Claude Code MCP servers that won't connect, the Windows cmd /c npx wrapper, PATH issues, bad commands, auth failures, and stdout corruption. Step-by-step.
MCSA Guru Team Aug 22, 2026 6 min read
Cheapest Current AI Coding APIs in 2026
Compare current API prices for DeepSeek V4, Step 3.7 Flash, MiniMax M3, Qwen3.7 Plus, BSeed 2.0, GLM-5.3, and Kimi.
MCSA Guru Team Aug 21, 2026 2 min read
OpenClaw vs Claude Code: Which Agent for Coding?
OpenClaw and Claude Code both write code with AI, but they're built for different jobs. What each is best at, where they overlap, and how to choose, or use both.
MCSA Guru Team Aug 21, 2026 5 min read
Cockpit Tools: Manage AI IDE Accounts and Quotas
A practical guide to Cockpit Tools for managing Codex, Copilot, Cursor, Windsurf, Kiro, Antigravity, and other AI IDE accounts and quotas.
MCSA Guru Team Aug 21, 2026 6 min read
claude-code-mux: Multi-Provider Routing on Windows
Set up claude-code-mux on Windows for fast, fail-over multi-provider routing of Claude Code across DeepSeek, MiniMax, Kimi, and 15+ backends. Install and config.
MCSA Guru Team Aug 21, 2026 3 min read
Claude Code Router v3 Setup on Windows
Install Claude Code Router v3 on Windows, add a provider, connect Claude Code through Agent Profiles, configure routing, and fix common setup problems.
MCSA Guru Team Aug 21, 2026 6 min read
CCS: Manage Claude, Codex, and AI Provider Profiles
Install CCS, switch between Claude and Codex runtimes, isolate accounts, configure provider profiles, and understand its local proxy and dashboard.
MCSA Guru Team Aug 20, 2026 6 min read
DeepSeek + Aider on Windows: Pair Programming for Pennies
Set up Aider with DeepSeek on Windows for git-native AI pair programming at pennies per session. Install, API key, model flags, config file, and fixes.
MCSA Guru Team Aug 20, 2026 3 min read
Set Up Claude Code on Windows With WSL (Step-by-Step)
Install and run Claude Code on Windows using WSL. Node setup, install, connecting a cheap model, persisting env vars, and the WSL-specific gotchas to avoid.
MCSA Guru Team Aug 19, 2026 3 min read
Pillar Guide
The OpenClaw Power-User Guide: Models, Skills, Forks, and Setup
A map of OpenClaw: installation, model providers, skills, the coding agent, scheduling, security, and the differences between popular forks.
MCSA Guru Team Aug 19, 2026 5 min read
Claude Code Plugins vs Skills vs MCP: The Layers Explained
Plugins, skills, and MCP servers sit at different layers in Claude Code. What each is, how they nest, and a clear guide to which one you actually need.
MCSA Guru Team Aug 19, 2026 5 min read
Use GLM-5.3 With OpenCode on Windows or WSL
Connect OpenCode to GLM-5.3 with its built-in Z.AI provider, Coding Plan option, current model selection, and verification steps.
MCSA Guru Team Aug 19, 2026 2 min read
cc-desktop-switch: Switch Claude Desktop Providers on Windows
Use cc-desktop-switch on Windows to configure DeepSeek, Kimi, GLM, and Bailian providers for Claude Desktop. What it does, setup, the trade-offs, and a simpler path.
MCSA Guru Team Aug 19, 2026 3 min read
Run OpenClaw on GLM-5.3: Current Setup
Connect OpenClaw to GLM-5.3 with its built-in Z.AI provider, select the current model, and fix authentication errors.
MCSA Guru Team Aug 18, 2026 3 min read
Best Free and Cheap Claude Code Alternatives for Windows in 2026
The best free and cheap Claude Code alternatives for Windows in 2026: Codex CLI, OpenCode, Aider, Cline, Kilo Code, and more, with download links and honest trade-offs.
MCSA Guru Team Aug 18, 2026 6 min read
Use Qwen3.8-Max With Codex CLI on WSL
Run Qwen3.8-Max in Codex CLI through Requesty's Responses-compatible endpoint on WSL, with the current model ID and config.
MCSA Guru Team Aug 18, 2026 2 min read
Claude Code vs Codex vs OpenCode vs Aider on Windows (2026)
Claude Code vs Codex CLI vs OpenCode vs Aider compared for Windows in 2026: workflow, custom model support, cost, and which terminal coding agent to pick.
MCSA Guru Team Aug 17, 2026 4 min read
Use DeepSeek V4 Flash Vision Exp With Images
Call DeepSeek's new experimental vision model with text and image input, using the exact model ID, an OpenAI-compatible request, and practical compatibility checks.
MCSA Guru Team Aug 17, 2026 3 min read
Use Kimi K3 With Codex CLI on Windows or WSL
Configure Codex CLI to use Kimi K3 through Requesty's Responses endpoint, with the current provider-prefixed model ID and Windows or WSL commands.
MCSA Guru Team Aug 16, 2026 2 min read
GLM Coding Plan With Claude Code: Current Setup
Set up Z.AI's GLM Coding Plan with Claude Code using GLM-5.3, the Anthropic-compatible endpoint, and current points-based usage rules.
MCSA Guru Team Aug 16, 2026 2 min read
Subagents vs Parallel Agents: Claude Code and Git Worktrees
Compare in-session Claude Code subagents with running parallel agents across git worktrees. Trade-offs, when each fits, and a worktree setup for Windows and WSL.
MCSA Guru Team Aug 16, 2026 7 min read
What Is OpenClaw? The Open-Source AI Assistant Explained
OpenClaw is the viral open-source personal AI assistant that runs on your own machine and your own API keys. What it does, how it works, and why it took off.
MCSA Guru Team Aug 16, 2026 6 min read
Install Aider on Windows With WSL
Install and run Aider on Windows using WSL. Python and pipx setup, connecting a cheap model, git workflow, config file, and the WSL-specific gotchas to avoid.
MCSA Guru Team Aug 16, 2026 3 min read
claude-code-proxy: Use Your ChatGPT or Kimi Plan in Claude Code
Set up claude-code-proxy on WSL to run Claude Code against your ChatGPT or Kimi subscription via a local Anthropic-compatible proxy. Install, configure, and fixes.
MCSA Guru Team Aug 15, 2026 3 min read
Claude Code Skills vs MCP vs Subagents: Which One to Use
Skills, MCP servers, and subagents solve different Claude Code problems. What each does, what it costs, and a clear decision guide for picking the right one.
MCSA Guru Team Aug 15, 2026 6 min read
MCP vs Plugins in Claude Code: Which Should You Use?
MCP servers and plugins solve overlapping problems in Claude Code. When to add a raw MCP server, when a plugin makes sense, and how to keep your context lean.
MCSA Guru Team Aug 15, 2026 5 min read
Kimi K3 and K2.7 Code API Pricing Explained
Current Kimi K3 and K2.7 Code API pricing, cache discounts, context limits, and how to choose between the flagship and coding-specific model.
MCSA Guru Team Aug 15, 2026 3 min read
Install OpenCode in WSL on Windows
Install OpenCode inside WSL, connect a built-in model provider, keep projects and configuration in Linux, and fix common Windows and WSL issues.
MCSA Guru Team Aug 15, 2026 2 min read
GLM-4.5-Air Locally on WSL With Ollama
Run GLM-4.5-Air locally on WSL with Ollama and connect it to a coding agent. Install, model pull, OpenAI-compatible endpoint, hardware needs, and the fixes.
MCSA Guru Team Aug 15, 2026 3 min read
Alibaba Token Plan vs Pay-As-You-Go for AI Coding
Compare Alibaba Model Studio's current credits-based Token Plan with pay-as-you-go API billing for Qwen coding workflows.
MCSA Guru Team Aug 14, 2026 2 min read
How to Write a Claude Code Skill: A Build-Your-Own SKILL.md Guide
Build your own Claude Code Skill from scratch, create a SKILL.md, write a description that triggers it, structure the instructions, add scripts, test it, and share it.
MCSA Guru Team Aug 14, 2026 6 min read
Claude Skills vs Claude Code vs Projects: What's the Difference?
Claude Skills, Claude Code, and Projects get confused constantly. What each one is, where they overlap, and which to use for repeatable work versus coding.
MCSA Guru Team Aug 14, 2026 5 min read
StepFun Step 3.7 Flash + OpenCode: Cheapest Reasoning Setup
Set up OpenCode with StepFun Step 3.7 Flash for a very cheap, multimodal reasoning coding agent. Provider config, model IDs, low pricing, and the common fixes.
MCSA Guru Team Aug 13, 2026 2 min read
What Is MCP? The Model Context Protocol Explained
A plain-English guide to the Model Context Protocol (MCP): the client/server model, tools vs resources vs prompts, transports, and why it matters for Claude Code.
MCSA Guru Team Aug 13, 2026 6 min read
OpenRouter vs Direct API for Claude Code Routing
OpenRouter vs direct provider APIs for Claude Code: cost, failover, convenience, and privacy. When the aggregator is worth a small premium and when to go direct.
MCSA Guru Team Aug 13, 2026 3 min read
How to Run Xiaomi MiMo V2.5 Pro With Claude Code
Run Xiaomi MiMo V2.5 Pro with Claude Code for cheap, big-context coding. API key, endpoint setup, model choice, current V2.5 API pricing, free trials, and the fixes.
MCSA Guru Team Aug 13, 2026 3 min read
DeepSeek V4 Pricing Explained: V4 Flash vs V4 Pro
DeepSeek V4 pricing explained with current V4 Flash and V4 Pro API rates, cache-hit discounts, Anthropic/OpenAI base URLs, and how to estimate coding cost.
MCSA Guru Team Aug 13, 2026 3 min read
Claude Code Hooks: Automate Formatting, Guardrails, and Logging
Use Claude Code hooks to run shell commands on agent events, auto-format after edits, block risky commands, log activity. The events, config, and working examples.
MCSA Guru Team Aug 13, 2026 7 min read
Run DeepSeek Locally With Ollama on Windows + Claude Code
Run a DeepSeek model locally with Ollama on Windows and connect it to Claude Code via Claude Code Router. Install, model pull, config, hardware needs, and fixes.
MCSA Guru Team Aug 12, 2026 3 min read
Playwright MCP for Claude Code: Browser Testing That Verifies Itself
Add the Playwright MCP server so Claude Code can drive a real browser, navigate, click, screenshot, assert. The verify-my-change loop, headless vs headed, WSL notes.
MCSA Guru Team Aug 12, 2026 5 min read
Anthropic-Compatible Endpoints: Run Claude Code on Any Backend
Run Claude Code on any backend using Anthropic-compatible endpoints. How ANTHROPIC_BASE_URL works, which providers support it, and setup on Windows; no proxy.
MCSA Guru Team Aug 12, 2026 4 min read
The Best MCP Servers for Claude Code in 2026
The MCP servers actually worth installing in Claude Code in 2026, GitHub, filesystem, Postgres, Playwright, fetch, Sentry, Slack, and memory. With add commands.
MCSA Guru Team Aug 12, 2026 8 min read
How to Run DeepSeek V4 With Claude Code on WSL
Run DeepSeek V4 with Claude Code inside WSL on Windows. Node setup, the Anthropic-compatible endpoint, persistent env vars, model choice, and pricing notes.
MCSA Guru Team Aug 12, 2026 3 min read
Claude Code MCP Security Risks and Best Practices
The real security risks of MCP servers in Claude Code, over-broad access, secrets in config, prompt injection, untrusted servers, and how to lock each one down.
MCSA Guru Team Aug 11, 2026 6 min read
Run Qwen3.8-Max With Claude Code on Windows
Connect Claude Code directly to Qwen3.8-Max through Alibaba Model Studio's Anthropic-compatible workspace endpoint.
MCSA Guru Team Aug 11, 2026 2 min read
Automate Docker Workflows with Claude Code and MCP
Use Claude Code with an MCP server to inspect containers, read logs, and debug Docker on Windows and WSL, what to connect, safe scope, and example workflows.
MCSA Guru Team Aug 10, 2026 5 min read
MiMo V2.5 + Codex CLI on Windows
Configure Codex CLI to use Xiaomi MiMo V2.5 through Requesty's Responses endpoint on Windows, with current model IDs, pricing, and troubleshooting.
MCSA Guru Team Aug 10, 2026 3 min read
Install Codex CLI in WSL on Windows
Install Codex CLI inside WSL, keep its configuration and projects in Linux, authenticate safely, and connect a Responses-compatible model provider.
MCSA Guru Team Aug 10, 2026 2 min read
Free Tier AI Coding: What's Actually Worth It in 2026
Free tier AI coding in 2026, honestly assessed: provider free credits, OpenRouter free models, NVIDIA NIM, and local models. What's genuinely useful and what isn't.
MCSA Guru Team Aug 10, 2026 5 min read
Use GLM-5.3 With Cline in VS Code on Windows
Connect Cline in VS Code to GLM-5.3 through Z.AI's current OpenAI-compatible coding endpoint on Windows.
MCSA Guru Team Aug 10, 2026 2 min read
Self-Hosted Coding Agent on Windows: Cline + Local Model
Build a fully self-hosted AI coding agent on Windows with Cline and a local model via Ollama or LM Studio. Private, no API cost, in VS Code, setup and trade-offs.
MCSA Guru Team Aug 10, 2026 4 min read
Run OpenClaw 100% Locally with Ollama (No API Bills)
Run OpenClaw fully local and free with Ollama, no API keys, nothing leaving your machine. Model choices, the config, hardware reality, and where it falls short.
MCSA Guru Team Aug 9, 2026 5 min read
Install Claude Code Router v3 in WSL
Install Claude Code Router v3 in WSL with Node.js 22, configure providers in the current management UI, connect Claude Code, and avoid Windows and Linux path mistakes.
MCSA Guru Team Aug 9, 2026 5 min read
Open-Source Coding Plans vs Pay-Per-Token in 2026
Coding plans vs pay-per-token in 2026: how each bills, the break-even point, rolling usage windows, and a simple method to pick the cheaper option for your usage.
MCSA Guru Team Aug 9, 2026 3 min read
Run GLM-5.3 With Claude Code on Windows or WSL
Connect Claude Code directly to GLM-5.3 using Z.AI's Anthropic endpoint, current model ID, reasoning settings, and verification steps.
MCSA Guru Team Aug 8, 2026 3 min read
Run ByteDance BSeed 2.0 Code With Claude Code
Connect Claude Code to ByteDance BSeed 2.0 Code through Requesty's Anthropic-compatible endpoint using the current model ID.
MCSA Guru Team Aug 8, 2026 1 min read
Best Claude Code Skills in 2026: What's Worth Installing or Building
The Claude Code Skills worth using in 2026: bundled /code-review, /debug, /run, /verify, plus installable skill plugins with links and install commands.
MCSA Guru Team Aug 8, 2026 9 min read
How to Install Claude Code Plugins and Add a Marketplace
Install Claude Code plugins step by step, add a marketplace, browse with /plugin, install and manage plugins, and build your own marketplace to share a setup.
MCSA Guru Team Aug 7, 2026 5 min read
How to Install OpenClaw on Windows (WSL2 Guide)
Install OpenClaw on Windows the reliable way, through WSL2. Prerequisites, Node.js, cloning and running OpenClaw, connecting a model, and the common gotchas.
MCSA Guru Team Aug 6, 2026 5 min read
ByteDance Seed2.0 Code vs DeepSeek V4 for Coding
Compare ByteDance Seed2.0 Code with DeepSeek V4 for coding, including current routes, DeepSeek's published rates, protocol support, and setup choices.
MCSA Guru Team Aug 5, 2026 3 min read
MiniMax M3 vs DeepSeek V4 vs GLM-5.3 for Agents
MiniMax M3, DeepSeek V4, and GLM-5.3 compared for coding agents: context, multimodal support, API access, billing options, and tool compatibility.
MCSA Guru Team Aug 5, 2026 3 min read
Customize the Claude Code Status Line on Windows and WSL
Set up a custom Claude Code status line on Windows and WSL, show model, context, cost, and git branch. The settings config, a working script, and the gotchas.
MCSA Guru Team Aug 5, 2026 5 min read
Claude Code Skills Explained: What They Are and How to Set One Up
What Claude Code Skills are, the SKILL.md format, where they live, how Claude loads them on demand, and a worked example you can drop in and use today.
MCSA Guru Team Aug 5, 2026 6 min read
Run MiniMax M3 With Claude Code on Windows or WSL
Connect Claude Code directly to MiniMax M3 with the official Anthropic-compatible endpoint, current model ID, verification commands, and Windows or WSL setup.
MCSA Guru Team Aug 4, 2026 2 min read
Claude Code + Postgres: A Safe Database Workflow with MCP
Connect Postgres to Claude Code with an MCP server the safe way, read-only roles, non-prod targets, schema inspection, and query workflows on Windows and WSL.
MCSA Guru Team Aug 4, 2026 5 min read
Top Claude Code Status Line Setups in 2026
The Claude Code status line setups worth copying in 2026, minimal, cost-aware, git-focused, and powerline styles, plus what each field is good for.
MCSA Guru Team Aug 4, 2026 7 min read
How to Use DeepSeek With Claude Desktop on Windows
Use DeepSeek with Claude Desktop on Windows with a provider-switch tool. How the desktop app differs from the CLI, setup steps, model choice, and the trade-offs.
MCSA Guru Team Aug 3, 2026 3 min read
Best Cheap Coding Plans: GLM $18, Alibaba $50, Compared
The best cheap AI coding plans compared in 2026: Z.AI GLM from $18/month, Alibaba's $50 plan, MiniMax token plans, and MiMo. Limits, links, and which to pick.
MCSA Guru Team Aug 3, 2026 6 min read
Qwen Code CLI on Windows: Install and First Run
Install and run Qwen Code CLI on Windows. Node setup, API key from DashScope, model config, first task, pricing and coding plan, and the common fixes.
MCSA Guru Team Aug 3, 2026 3 min read
Use GLM-5.3 With Codex CLI on Windows
Configure Codex CLI to use GLM-5.3 through Z.AI's Responses-compatible endpoint, with the current model ID, config.toml provider, and Windows or WSL setup.
MCSA Guru Team Aug 2, 2026 2 min read
Add a Custom Provider to OpenCode
Add an unlisted OpenAI-compatible provider to OpenCode, define its base URL and models, store its API key, and troubleshoot provider configuration.
MCSA Guru Team Aug 1, 2026 2 min read
Pillar Guide
The Claude Code Power-User Guide: MCP, Skills, Subagents, Hooks
A map of Claude Code's advanced features, MCP servers, Skills, subagents, hooks, plugins, slash commands, status line, and CLAUDE.md, and when to use each.
MCSA Guru Team Aug 1, 2026 7 min read
GLM-5.3 vs Older GLM Models for Coding
Compare GLM-5.3 with the older GLM-5.2, GLM-5.1, and GLM-4.7 models, including context, reasoning, migration, and coding use.
MCSA Guru Team Jul 31, 2026 2 min read
Use MiniMax M3 With OpenCode on Windows or WSL
Add MiniMax M3 to OpenCode with the current OpenAI-compatible provider format, exact model ID, API key setup, and troubleshooting steps.
MCSA Guru Team Jul 31, 2026 2 min read
Claude Code Setup for Sysadmins: A Practical Guide
Set up Claude Code for IT and infrastructure work, install on Windows and WSL, user vs project config, safe permissions, the right MCP servers, and guardrails.
MCSA Guru Team Jul 31, 2026 5 min read
Best Claude Code Skills for DevOps: Docker, Kubernetes, Terraform and CI
Claude Code Skills for IT and infra work, Docker, Kubernetes, Terraform, CI/CD, shell hardening, and incident runbooks, with example SKILL.md description lines.
MCSA Guru Team Jul 31, 2026 8 min read
OpenClaw vs nanobot vs ZeroClaw vs PicoClaw vs NanoClaw
A clear comparison of OpenClaw and its popular forks and rewrites, nanobot, ZeroClaw, PicoClaw, and NanoClaw. Source links, trade-offs, and which one fits your hardware.
MCSA Guru Team Jul 31, 2026 6 min read
OpenClaw Coding Agent: Auto-Fix Bugs and Open Pull Requests
Use OpenClaw's coding-agent skill to read issues, write fixes, run tests, and open pull requests on its own. How it works, how to set it up, and how to keep it safe.
MCSA Guru Team Jul 31, 2026 5 min read
Set Up CLAUDE.md: Project Memory That Stops the Repetition
CLAUDE.md gives Claude Code persistent project context. Where it lives, what to put in it, the user vs project files, imports, and how to keep it lean and useful.
MCSA Guru Team Jul 30, 2026 5 min read
Best MCP Servers for Sysadmins and DevOps
The MCP servers worth adding to Claude Code for ops work: filesystem, GitHub, Postgres, SQLite, Docker, fetch, Sentry, and Playwright, with honest caveats.
MCSA Guru Team Jul 30, 2026 9 min read
How to Build a Custom Subagent in Claude Code
Step-by-step guide to building a custom Claude Code subagent: write the frontmatter, a focused system prompt, scope tools tightly, test delegation, and iterate.
MCSA Guru Team Jul 29, 2026 9 min read
LiteLLM Gateway for Claude Code, Codex, and OpenCode
Run a LiteLLM gateway on Windows to serve Claude Code, Codex CLI, and OpenCode from one place. Unified keys, spend tracking, model routing, and the common fixes.
MCSA Guru Team Jul 29, 2026 4 min read
Use DeepSeek V4 with Codex CLI on Windows or WSL
Connect Codex CLI, the Codex IDE extension, and the ChatGPT desktop app to DeepSeek V4 through the Responses API and a custom Codex model catalog.
MCSA Guru Team Jul 29, 2026 3 min read
How to Run DeepSeek V4 With Claude Code on Windows
Run DeepSeek V4 with Claude Code on Windows using its Anthropic-compatible endpoint. API key, environment variables, model choice, pricing, and the common fixes.
MCSA Guru Team Jul 29, 2026 4 min read
When Too Many MCP Servers Eat Your Claude Code Context Window
MCP servers cost context tokens before you type. Why each connected server's tools eat your context window, how to measure it, and how to fix it in Claude Code.
MCSA Guru Team Jul 29, 2026 5 min read
The Best Claude Code Plugins in 2026
The Claude Code plugins actually worth checking in 2026, with install commands, source links, and why GitHub, Playwright, LSP, security, review, docs, and workflow plugins make the cut.
MCSA Guru Team Jul 28, 2026 10 min read
Qwen3.8-Max API Pricing and Cheaper Options
Current Qwen3.8-Max API pricing by region, its 1M context window, cache discounts, and when a smaller Qwen model costs less.
MCSA Guru Team Jul 28, 2026 2 min read
How to Create Custom Slash Commands in Claude Code
Build your own Claude Code slash commands, markdown prompt files in .claude/commands, arguments, namespacing, and when a command beats a skill. With examples.
MCSA Guru Team Jul 27, 2026 5 min read
Claude Code MCP Setup on Windows and WSL
Add MCP servers to Claude Code on Windows and WSL: claude mcp add, scopes, .mcp.json, verifying with /mcp, and the Windows cmd /c npx wrapper gotcha explained.
MCSA Guru Team Jul 27, 2026 5 min read
WSL vs Native Windows for AI Coding Agents in 2026
WSL vs native Windows for running AI coding agents like Claude Code, Codex, OpenCode, and Aider. Performance, env vars, git, proxies, and which to choose.
MCSA Guru Team Jul 27, 2026 3 min read
Run Qwen3.8-27B Locally With LM Studio and OpenCode
Run the open Qwen3.8-27B model locally in LM Studio and connect it to OpenCode on Windows.
MCSA Guru Team Jul 26, 2026 3 min read
Use Kimi K3 With OpenCode on Windows or WSL
Configure OpenCode to use Kimi K3 through Moonshot's OpenAI-compatible API, with the current model ID, environment key, and troubleshooting steps.
MCSA Guru Team Jul 26, 2026 2 min read
Run Claude Code 100% Free in 2026: GLM, Kimi, OpenRouter
How to run Claude Code as cheaply as possible, even free, in 2026 using free trials, OpenRouter free models, and local models. Honest about what 'free' really means.
MCSA Guru Team Jul 26, 2026 3 min read
How to Use Cheap AI Models With Claude Code (2026 Guide)
Run Claude Code on cheaper models like DeepSeek, GLM, Kimi, and Qwen. The three connection methods, pricing and coding plans compared, and how to set it up on Windows.
MCSA Guru Team Jul 25, 2026 7 min read
The Best Claude Code Subagents to Set Up in 2026
The most useful Claude Code subagent patterns for 2026: code reviewer, test writer, debugger, security auditor, docs writer, refactorer, and explorer, with tools and models.
MCSA Guru Team Jul 25, 2026 7 min read