AI Agent Tutorials & Insights: Page 5
Expert insights on AI agents, automation strategies, and how to get the most out of managed agent infrastructure.
Posts 97 to 120 of 268
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 Katoch
June 15, 2026
Agent Skills vs MCP: When to Use Which (and Why the Best Agents Use Both)
Skills and MCP servers both connect your agent to tools. Here's when to use each, the tradeoffs, and which is easier to set up.
Shabnam Katoch
June 15, 2026
How to Debug MCP Tool Calls
MCP tool not firing? No error, no log? Walk through this 5-stage decision tree to find the break in under 5 minutes. Fix table included.
Shabnam Katoch
June 15, 2026
Gemma 4 12B vs Qwen 3.5 9B: Which Local Model Wins for AI Agents?
Gemma 4 12B vs Qwen 3.5 9B compared on benchmarks, coding, tool calling, VRAM, and quantisation. Which local model for your AI agent on 8-12GB.
Shabnam Katoch
June 15, 2026
Running MiniMax M3 and Qwen 3.7 as Local Agents on Ollama (What Actually Works Today)
M3 runs via Ollama Cloud or needs 75GB+ local. Qwen 3.7 has no open weights yet. Here's what actually works today for local agents.
Shabnam Katoch
June 15, 2026
Agent Skills That Actually Reduce Token Usage (Not Just Hype)
Skills that cut AI agent token usage 50-80%: token optimizer, history pruning, model routing, response compression. From $304 to $56 a month.
Shabnam Katoch
June 11, 2026
AGENTS.md Best Practices
How to write an AGENTS.md that AI coding agents follow: template, examples, size limits, how Codex and Claude Code load it, and mistakes to avoid.
Shabnam Katoch
June 11, 2026
AI Agent Guardrails: How to Add Human Approval Without Killing Speed
Your agent shouldn't approve refunds alone. But it shouldn't ask permission to read email. Three-tier approval architecture inside.
Shabnam Katoch
June 11, 2026
AI Agent Prompt Caching: Cut Your Token Costs by 88% (Step-by-Step Setup)
62% of your agent bill is re-sent context. Prompt caching cuts it by 90% on Anthropic, 50% on OpenAI. Setup guide with cost math.
Shabnam Katoch
June 11, 2026
Build a Gmail Invoice Tracker Agent in 10 Minutes (Step-by-Step Tutorial)
Stop hunting for receipts in Gmail. Build an AI agent that finds invoices, extracts amounts, and fills a spreadsheet daily. 10-min setup.
Shabnam Katoch
June 11, 2026
NVIDIA NemoClaw: How to Connect Your Agent Framework to NVIDIA's Full AI Stack
NemoClaw connects your existing agent framework to NVIDIA's models, GPU skills, and secure runtime. Setup guide with framework support details.
Shabnam Katoch
June 10, 2026
GitHub AI Agent: Automating PR Reviews and Issue Triage Safely
PR volume up 29% but reviewers haven't scaled. Set up a GitHub AI agent for PR review and issue triage safely. Three setup paths inside.
Shabnam Katoch
June 10, 2026
How to Run a Local LLM Agent on Consumer Hardware (and When Not To)
A Mac Mini runs 70B models now. But local agents are 3-5x slower and tool calling is less reliable. When local works and when it doesn't.
Shabnam Katoch
June 10, 2026
How to Migrate Your AI Agent Between LLM Providers (Without Breaking Everything)
Switching your AI agent from GPT-4o to Claude? Tool calls, prompts, and tokens all break differently. Migration checklist inside.
Shabnam Katoch
June 10, 2026
WhatsApp AI Support Agent: How to Build One That Escalates to Humans Correctly
80% of support queries can be AI-handled on WhatsApp. But escalation is where most bots fail. Five triggers that fix it.
Shabnam Katoch
June 9, 2026
AI Agent GDPR Compliance: What You Need to Know Before You Automate
€6.11B in GDPR fines. EU AI Act adds €35M more. Here's exactly how to deploy AI agents on EU personal data without regulatory exposure.
Shabnam Katoch
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 Katoch
June 9, 2026
LangChain vs LlamaIndex: Which Should You Use to Build AI Agents?
LangChain has 118K stars and 1,000+ integrations. LlamaIndex has better RAG with 30-40% less code. Which framework fits your AI agent?
Shabnam Katoch
June 9, 2026
n8n vs Make: Which Is Better for AI Agents in 2026?
n8n has deeper AI but needs developers. Make is easier but costs more per step. Neither has agent memory or trust levels. Full comparison.
Shabnam Katoch
June 9, 2026
How to Schedule an AI Agent to Run Automatically (No Code Required)
Make your AI agent run every morning without touching a terminal. No cron jobs, no servers. 5 scheduling patterns that work in 2026.
Shabnam Katoch
June 8, 2026
AI Agent Context Window Explained: Why Your Agent Forgets (And How to Fix It)
Your AI agent forgets because the context window filled up. Learn what eats tokens, why bigger isn't always better, and 4 fixes that work.
Shabnam Katoch
June 8, 2026
AI Agents for Sales Teams: What They Can Automate (And What Still Needs a Human)
AI agents save sales teams 28-42 hrs/week on research, CRM, and outreach. But discovery calls and closing still need humans. Honest guide.
Shabnam Katoch
June 8, 2026
AI Agent for Slack: How to Set Up a Bot That Actually Does Things
Stop using a Slack chatbot that just answers questions. Set up an AI agent that creates tickets, schedules meetings, and runs workflows.
Shabnam Katoch
June 8, 2026
Why Is My AI Agent So Slow? Diagnosing Latency Step by Step
AI agent taking 15+ seconds? The model isn't the bottleneck. Diagnose context bloat, tool lag, and step compounding with this 5-layer framework.
Shabnam Katoch