AI Agent Tutorials & Insights: Page 3
Expert insights on AI agents, automation strategies, and how to get the most out of managed agent infrastructure.
Posts 49 to 72 of 268
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 Katoch
August 5, 2026
Gemma 4 vs Qwen 3.5, 3.6 and 3.8: Every Size Compared (2026)
Gemma 4 vs Qwen 3.5 at every size, 0.8B to 397B, plus where Qwen 3.6 and 3.8 27B fit. Benchmarks, VRAM needs, and the right pairing for your hardware.
Shabnam Katoch
August 3, 2026
"Rate Limit Reached" on Claude: What It Means and What to Do (2026)
Rate limited on Claude? What triggers it, exactly when each limit resets, and five workarounds. Covers Claude.ai plans, the API and Cowork.
Shabnam Katoch
July 30, 2026
Agentic SEO: What Happened When We Pointed an Agent at Our Search Console Every Morning
We ran an agent on Google Search Console every morning for 60 days. Organic clicks went 1.25K to 9.04K on four new posts. The full prompt and what it got wrong.
Shabnam Katoch
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 Katoch
July 30, 2026
Vertex AI Agent Builder Alternatives: 8 Cheaper, Simpler Options (2026)
8 Vertex AI Agent Builder alternatives that are cheaper or simpler: BetterClaw, n8n, Gumloop, CrewAI, Lindy, LangGraph, OpenRouter and AWS AgentCore.
Shabnam Katoch
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 Katoch
July 21, 2026
Free AI Agent Platforms in 2026: No Credit Card, No Trial, Actually Free
Which AI agents are actually free? "Free" means free software, free trials or free plans. BetterClaw, OpenClaw and Hermes compared on what you get for $0.
Shabnam Katoch
July 20, 2026
"Virtual Machine Platform Not Available" for Claude: How to Enable It on Windows
Claude says "Virtual Machine Platform not available"? Enable it on Windows 11, 10 and Home in 5 minutes, check BIOS, and fix the yukonSilver detection bug.
Shabnam Katoch
July 17, 2026
n8n vs Make vs Zapier for AI Agents: Cost, Flexibility, and Privacy (2026)
n8n vs Make vs Zapier for AI agents compared on cost, AI features, and privacy. n8n cuts costs 80-90% at volume. Here's how to choose.
Shabnam Katoch
July 15, 2026
How We Got 231K Weekly Google Impressions With 2 People and $0 Ad Spend
We went from 769 to 1,952 weekly clicks in 10 weeks with no ads. Here's the GSC data, what flopped, and the content formula we'd use if starting over.
Shabnam Katoch
July 15, 2026
Pydantic AI vs LangChain: The Type-Safe Alternative That's Taking Over (2026)
Pydantic AI: 60 lines, type-safe, Pythonic. LangChain: 200 lines, 700+ integrations, LangGraph. When each wins for building AI agents.
Shabnam Katoch
July 13, 2026
Why Your AI Agent Forgets Its Instructions After 20 Messages (and How to Fix It)
AI agents start ignoring their rules around message 20-30. Here's why it happens, how to detect it, and 7 fixes that actually work. Real examples included.
Shabnam Katoch
July 13, 2026
SOUL.md vs AGENTS.md: What Goes Where and How Long Each Should Be
SOUL.md handles personality and rules. AGENTS.md handles operational procedures. Here's exactly what goes in each file, with real examples and length limits.
Shabnam Katoch
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 Katoch
July 10, 2026
LangGraph vs CrewAI vs AutoGen: Which Agent Framework Actually Works (2026)
Built the same agent on all three. LangGraph took 2 days. CrewAI took 2 hours. AutoGen crashed. Here's what actually works for production agents.
Shabnam Katoch
July 9, 2026
GLM vs LLM: What the GLM Model Is, and Why It Is an LLM
GLM is the Z.ai family of LLMs (GLM-5.2, 5.3, 5.3-Flash), not a rival architecture. What a GLM model is, pricing vs Sonnet 5.5, and the statistics GLM.
Shabnam Katoch
July 9, 2026
Ollama "Connection Refused" on Windows: 5 Fixes That Actually Work (2026)
Ollama "connection refused" on Windows 11? Firewall, WSL2 networking, antivirus, or service not running. 5 PowerShell fixes that work.
Shabnam Katoch
July 8, 2026
AI Agent Guardrails: 7 Safety Controls Before You Go to Production
Your agent works in testing. In production, it sends 2,847 emails to your investor list. Here are the 7 guardrails that prevent catastrophic failures.
Shabnam Katoch
July 8, 2026
How to Set Up an Agent with Ollama Locally and Cloud API Fallback
Run your agent on Ollama ($0/token) with automatic cloud API fallback. Health checks, routing logic, 3 failure modes, and cost math.
Shabnam Katoch
July 3, 2026
GLM 5.1 vs Sonnet 4.6 vs Gemini 3.1 Pro
GLM 5.1 vs Sonnet 4.6 vs Gemini 3.1 Pro for AI agents. Context windows, pricing, and benchmarks compared. Best large context model guide.
Shabnam Katoch
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 Katoch
July 2, 2026
Claude Cowork: The Complete Guide for 2026
Claude Cowork setup, Windows fixes, rate limits, memory, live artifacts, and when you need an always-on agent instead. Everything in one guide.
Shabnam Katoch
July 2, 2026
Hermes Agent Discord Bot: Setup Guide (Oct 2026)
Set up Hermes Agent as a Discord bot: token, intents, the v0.21.6 setup check, per-channel config, several bots in one server, and silent failures fixed.
Shabnam Katoch