Claude Cowork

Claude Cowork Guides: Setup, Windows and Limits

Guides to Claude Cowork and Claude: getting Cowork running on Windows, fixing it when it will not start, how its memory works, and what to do when you hit Claude's rate limits. Start with the five most-read guides below.

More Claude Cowork posts (24)

Claude Code Limits Drop 17% Sept 14: 4 Ways Around the Rate Limits
Comparison

September 9, 2026

Claude Code Limits Drop 17% Sept 14: 4 Ways Around the Rate Limits

Claude Code weekly limits dropped 17% on Sept 14 and ChatGPT Plus got its 5-hour Codex cap back Aug 25. The alternatives, the math, and the BYOK routing fix.

Shabnam KatochShabnam Katoch
11 min read
Claude Agent SDK vs LangGraph: When to Use Each for AI Agents (2026)
Comparison

July 10, 2026

Claude Agent SDK vs LangGraph: When to Use Each for AI Agents (2026)

Claude Agent SDK: 50 lines, simple, Claude only. LangGraph: 400 lines, maximum control, any model. When each one wins for AI agents.

Shabnam KatochShabnam Katoch
10 min read
Does Claude Cowork Have Live Artifacts? Yes (2026 Guide)
Guide

May 14, 2026

Does Claude Cowork Have Live Artifacts? Yes (2026 Guide)

Claude Cowork live artifacts launched April 20, 2026. Persistent dashboards that refresh with real data. What they show, what they can't do.

Shabnam KatochShabnam Katoch
9 min read
MiniMax M3 vs GLM vs Claude: What AI Agents Actually Cost Per Day
Comparison

June 10, 2026

MiniMax M3 vs GLM vs Claude: What AI Agents Actually Cost Per Day

Verified first-party prices and recomputed cost tables for M3, GLM 5.2, GLM 5.3-Flash, Sonnet 5 and Opus 5 at 100, 500 and 2,000 agent tasks a day.

Shabnam KatochShabnam Katoch
13 min read
Best LLM for OpenClaw in 2026: GLM 5.3 vs Claude Sonnet 5 vs MiniMax M3
Comparison

April 17, 2026

Best LLM for OpenClaw in 2026: GLM 5.3 vs Claude Sonnet 5 vs MiniMax M3

Best LLM for OpenClaw in 2026: GLM 5.3, GLM-5.3-Flash, Claude Sonnet 5, Opus 5.5 and MiniMax M3 on verified prices, licences and routing.

Shabnam KatochShabnam Katoch
12 min read
MiniMax M3 vs Claude (Sonnet 5, Sonnet 4.6, Opus 5): Where the 10x Premium Is Worth It
Comparison

June 16, 2026

MiniMax M3 vs Claude (Sonnet 5, Sonnet 4.6, Opus 5): Where the 10x Premium Is Worth It

MiniMax M3 at $0.30/M vs Claude Sonnet 5 ($2), Sonnet 4.6 ($3) and Opus 5 ($5). Five agent tasks tested, the routing maths, and when the premium pays.

Shabnam KatochShabnam Katoch
16 min read
Cowork Memory vs Claude Chat Memory: They Don't Share Data (2026)
Comparison

May 14, 2026

Cowork Memory vs Claude Chat Memory: They Don't Share Data (2026)

Cowork Memory and Claude Chat Memory share a name but work nothing alike. Here's what each remembers, where it forgets, and which one to use.

Shabnam KatochShabnam Katoch
11 min read
Claude vs GPT-4o for AI Agents: Which Model Actually Follows Instructions?
Comparison

June 9, 2026

Claude vs GPT-4o for AI Agents: Which Model Actually Follows Instructions?

Claude hallucinates 3% of tool calls vs GPT-4o's 7%. But GPT-4o wins on multimodal and speed. Real agent test data inside.

Shabnam KatochShabnam Katoch
11 min read
OpenClaw vs Claude Code: They Solve Different Problems. Here's When to Use Which.
Comparison

May 11, 2026

OpenClaw vs Claude Code: They Solve Different Problems. Here's When to Use Which.

OpenClaw is a life assistant on messaging apps. Claude Code is a coding agent in your terminal. They don't compete. Here is when to use which.

Shabnam KatochShabnam Katoch
9 min read
Cowork Project Memory vs Claude Chat Memory: What's the Difference?
Comparison

August 6, 2026

Cowork Project Memory vs Claude Chat Memory: What's the Difference?

Cowork project memory is scoped to one project and stored locally. Claude chat memory spans your conversations. Here is exactly how the two differ.

Shabnam KatochShabnam Katoch
8 min read
Qwen 3.7 vs Claude Sonnet 4.6: Which Model for Your AI Agent? (2026)
Comparison

July 3, 2026

Qwen 3.7 vs Claude Sonnet 4.6: Which Model for Your AI Agent? (2026)

Qwen 3.7 vs Sonnet 4.6 for AI agents. Pricing, benchmarks, MCP support, and coding compared. Which model fits your agent workflow?

Shabnam KatochShabnam Katoch
10 min read
Claude Cowork Readiness Check: What Each Test Means (2026)
Troubleshooting

July 30, 2026

Claude Cowork Readiness Check: What Each Test Means (2026)

The Cowork readiness check tests virtualization, HCS services, RAM and disk. What each test checks, what a failure means, and the exact fix.

Shabnam KatochShabnam Katoch
8 min read
OpenClaw vs Claude Cowork: Which Agent Do You Need?
Comparison

March 23, 2026

OpenClaw vs Claude Cowork: Which Agent Do You Need?

OpenClaw runs 24/7 on a server with 28+ models. Claude Cowork works on your desktop while the app is open. Here's how to choose the right agent.

Shabnam KatochShabnam Katoch
12 min read
Claude Code vs Claude Cowork: Which One Should You Use in 2026?
Comparison

May 14, 2026

Claude Code vs Claude Cowork: Which One Should You Use in 2026?

Claude Code is for coding in your terminal. Cowork is for files on your desktop. Neither runs 24/7. Here's when to use which and what fills the gap.

Shabnam KatochShabnam Katoch
9 min read
DeepSeek R1 vs Claude Opus 4.6: Reasoning and Token Efficiency for Agents
Comparison

June 30, 2026

DeepSeek R1 vs Claude Opus 4.6: Reasoning and Token Efficiency for Agents

DeepSeek R1 is 9x cheaper per token but generates 3-5x more output. Real per-task cost analysis for reasoning agents. Which one costs less?

Shabnam KatochShabnam Katoch
13 min read
Every Claude Alternative for OpenClaw, Ranked by What Actually Works
Comparison

May 4, 2026

Every Claude Alternative for OpenClaw, Ranked by What Actually Works

Anthropic's April ban sent OpenClaw users hunting for Claude alternatives. 7 ranked by quality and cost, from DeepSeek ($5/mo) to Gemini (free).

Shabnam KatochShabnam Katoch
8 min read
How to Use Claude Cowork: Complete Beginner Guide (2026)
Guide

May 14, 2026

How to Use Claude Cowork: Complete Beginner Guide (2026)

Learn how to use Claude Cowork in 2026. Install, run your first task, set up scheduled automation, and avoid the limits nobody warns you about.

Shabnam KatochShabnam Katoch
11 min read
GPT-5.5 vs Claude Opus 4.7 vs DeepSeek V4: Which AI Model Is Actually Worth It in 2026?
Comparison

June 1, 2026

GPT-5.5 vs Claude Opus 4.7 vs DeepSeek V4: Which AI Model Is Actually Worth It in 2026?

GPT-5.5 costs $30/M output. DeepSeek V4 costs $0.28. Claude leads coding at 87.6%. Pick the right model for YOUR use case with real pricing math.

Shabnam KatochShabnam Katoch
11 min read
"Cowork Requires Claude Desktop to Be Installed via a Modern Installer": How to Fix It
Troubleshooting

July 23, 2026

"Cowork Requires Claude Desktop to Be Installed via a Modern Installer": How to Fix It

Getting "Cowork requires Claude Desktop installed via modern installer"? The Reinstall button won't help. Here's the real fix: clean uninstall + MSIX reinstall.

Shabnam KatochShabnam Katoch
8 min read
Claude Code with OpenClaw: What It Actually Does
Strategy

March 20, 2026

Claude Code with OpenClaw: What It Actually Does

Claude Code generates OpenClaw configs in minutes but can't deploy your agent. Here's what the integration does, what it doesn't, and the real workflow.

Shabnam KatochShabnam Katoch
13 min read
Claude Cowork: The Complete Guide for 2026 (Setup, Fixes, Limits, and When to Use Something Else)
Guides

July 2, 2026

Claude Cowork: The Complete Guide for 2026 (Setup, Fixes, Limits, and When to Use Something Else)

Claude Cowork setup, Windows fixes, rate limits, memory, live artifacts, and when you need an always-on agent instead. Everything in one guide.

Shabnam KatochShabnam Katoch
8 min read
n8n MCP Tools Not Loading in Claude? It Is One Line of JSON
Troubleshooting

August 25, 2026

n8n MCP Tools Not Loading in Claude? It Is One Line of JSON

n8n MCP Server Trigger shows running but no tools appear in Claude? A draft-07 JSON Schema line is silently rejecting them. Here is the one-line fix.

Shabnam KatochShabnam Katoch
8 min read
Claude Fable and Mythos Restricted: How It Affects Your Agent and What to Do
Strategy

June 22, 2026

Claude Fable and Mythos Restricted: How It Affects Your Agent and What to Do

Claude Fable 5 and Mythos 5 suspended for all users. Opus 4.8 still works. Here are your 3 options and which models to switch to.

Shabnam KatochShabnam Katoch
8 min read
Claude Opus 5.5 for Agents: Real Cost and the Rerouting Problem
Guides

September 28, 2026

Claude Opus 5.5 for Agents: Real Cost and the Rerouting Problem

Opus 5.5 is 40% cheaper than Opus 5. It also silently hands some agent calls to Opus 4.8. Real cost per task, and how to detect the swap.

Shabnam KatochShabnam Katoch
9 min read