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 296
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's the Difference? (Simple Explanation)
GLM sounds like a rival to LLMs. It isn't, and the architecture claim is 5 years out of date. The 3 GLMs people confuse, plus GLM-5.3 vs Sonnet 5 pricing.
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: Best Large Context Window Model for AI Agents (2026)
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 (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 Katoch
July 2, 2026
Hermes Agent as a Discord Bot: Setup Guide and Token Config (2026)
Set up Hermes Agent as a Discord bot. Token creation, intents, permissions, per-channel config, slash commands, and common errors fixed.
Shabnam Katoch
July 2, 2026
Hermes Agent + Gmail: Automated Email Triage Setup (2026)
Automate email triage with Hermes Agent and Gmail. App Passwords, SOUL.md config, triage skills, and safety rules. Full setup guide.
Shabnam Katoch
July 2, 2026
Hermes Agent + Slack: Full Setup Guide With Message Forwarding (2026)
Connect Hermes Agent to Slack via Socket Mode. OAuth setup, message forwarding, channel-specific prompts, common errors fixed. Step-by-step.
Shabnam Katoch
July 2, 2026
MiniMax M3 + Qwen 3.7 + Ollama: The Honest Local Agent Setup Guide
Set up MiniMax M3 and Qwen models on Ollama for AI agents. Honest guide: what runs locally, what's API-only, and hardware requirements.
Shabnam Katoch
July 1, 2026
Cheapest Production-Ready Agent Stack in 2026: $0 to $49/Month
Five AI agents for $0-49/month. Ollama locally ($0), DeepSeek Flash ($1-5/mo), BetterClaw Free or Pro. Complete stack breakdown.
Shabnam Katoch
July 1, 2026
OpenClaw Mission Control Not Working? Every Fix in One Place
OpenClaw Mission Control blank screen, connection errors, or agents missing? Step-by-step fixes for every common failure. Troubleshoot fast.
Shabnam Katoch
July 1, 2026
Small Language Models for Always-On Personal Agents: The $0 Setup That Runs 24/7
Run a personal AI agent 24/7 on a Raspberry Pi ($80), old laptop ($0), or Mac Mini ($500). Phi-4-mini, Phi-4, Qwen 3.6. Zero API costs.
Shabnam Katoch
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 Katoch
June 30, 2026
Phi-4 vs Claude Sonnet 4.6: When Is a Small Model Good Enough for Your Agent?
Phi-4 is 46x cheaper than Sonnet 4.6 but has 16K context and weak tool calling. Here is exactly where the small model works for agents and where it doesn't.
Shabnam Katoch
June 29, 2026
DGX Spark vs RTX 4090 vs RTX 5090 vs Cloud API: What Running Agents Really Costs (Updated September 2026)
DGX Spark vs RTX 4090 vs RTX 5090 vs cloud APIs: a 12-month cost table, break-even math, GPU rental prices and the hybrid setup teams actually run.
Shabnam Katoch
June 29, 2026
Hermes Agent Microsoft Teams Setup: Full Guide + Every Common Error
Hermes Agent Microsoft Teams setup in 6 steps. Plus the 8 common errors that waste hours, with exact fixes. TEAMS_ALLOWED_USERS is #1.
Shabnam Katoch
June 25, 2026
Ollama Fetch Failed, Connection Refused, "Could Not Connect": Every Fix (Updated Sept 2026)
"Could not connect to ollama app", fetch failed, ECONNREFUSED on 11434? Find your exact error and paste the fix. Docker, Windows, n8n, VS Code, OpenClaw.
Shabnam Katoch