AI Agent Tutorials & Insights: Page 4
Expert insights on AI agents, automation strategies, and how to get the most out of managed agent infrastructure.
Posts 73 to 96 of 296
June 25, 2026
OpenRouter vs Direct API vs Local Ollama: Real Cost and Speed Numbers for Agents
OpenRouter: 500+ models, no token markup, a 5.5% credit fee and a small latency hop. Direct API is fastest. Ollama is free. Real numbers compared.
Shabnam Katoch
June 24, 2026
GLM 5.2 vs Claude Sonnet 4.6 vs MiniMax M3: Benchmarks Tested Side by Side
Verified benchmarks, licences and first-party prices for GLM 5.2, Sonnet 4.6 and MiniMax M3, updated for GLM 5.3, Sonnet 5 and Opus 5.5.
Shabnam Katoch
June 24, 2026
Qwen 3.7 on Ollama: Why You Can't Pull It (and What to Run Instead)
There's no qwen3.7 on Ollama. 3.7 is API-only. Run Qwen 3.8 27B locally instead: VRAM by quant, Modelfile, num_ctx and tool calling.
Shabnam Katoch
June 22, 2026
Best Free LLMs for AI Agents in 2026: 7 Ranked (September Update)
Seven free or near-free LLMs ranked for AI agents: Gemini 3.8 Flash, Qwen 3.8 27B, DeepSeek V4.1 Flash, GPT-6 Luna, MiMo V2.6 Flash, Gemma 4 and GLM.
Shabnam Katoch
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 Katoch
June 22, 2026
How to Cut Your AI Agent API Costs by 80% (7 Things That Actually Work)
Session management, model routing, prompt caching, and 4 more changes that took our agent bill from $1,400 to $280/month. Real dollar examples.
Shabnam Katoch
June 19, 2026
AI Agent Glossary: 50 Terms Explained Without Buzzwords
Fifty AI agent terms explained in plain English, from MCP and RAG to tokens, A2A, and guardrails. Each with its own anchor link, verified current to June 2026.
Shabnam Katoch
June 19, 2026
Best AI Agent for Personal Use: 5 Agents You Can Build This Weekend
Five personal AI agents you can build in 30 minutes each. Morning briefing, email declutter, expense tracker, reading curator, calendar prep.
Shabnam Katoch
June 19, 2026
GLM 5.2 vs Claude Sonnet 4.6: Tested on 7 Real Agent Tasks (2026)
GLM 5.2 vs Sonnet 4.6 on seven real agent tasks, updated for GLM 5.3 and Sonnet 5 with verified prices and a GLM 5.1 lineage note.
Shabnam Katoch
June 17, 2026
How to Set Up AI Agent Model Routing: Cheap Models for Simple Tasks
Route simple tasks to $0.14/M models, complex tasks to $5/M. Paste-ready classifier prompt, routing code, and cost math. Saves 57%.
Shabnam Katoch
June 17, 2026
Gemma 4 31B vs Qwen 3.8 27B: Which Local Model Wins for AI Agents? (And Why There's No Gemma 4 27B)
Searching for Gemma 4 27B or Qwen 4 27B? Neither exists yet. The real matchup is Gemma 4 31B vs Qwen 3.8 27B: tool calling, code, speed and VRAM on a 24GB card.
Shabnam Katoch
June 17, 2026
Zapier AI Agents vs BetterClaw: Which No-Code Platform for Business Automation
Zapier has 8,000 integrations and per-task pricing. BetterClaw has autonomous agents with 12,000 credits/mo at $49/mo. Here's when to use each.
Shabnam Katoch
June 16, 2026
How to Set Up an AI Agent for Web Scraping Without Getting Banned (Full Config)
AI agents get banned fast because they scrape like bots. Full config: headers, proxies, rate limits, robots.txt, and a paste-ready system prompt.
Shabnam Katoch
June 16, 2026
DGX Spark Alternatives 2026: 6 Cheaper Options From $0 to $3,099
DGX Spark costs $4,699 and runs Linux only. Six cheaper alternatives ranked by price, from free Ollama and cloud APIs to Strix Halo PCs and Mac Studio M5.
Shabnam Katoch
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: The Troubleshooting Workflow That Finds the Problem in 5 Minutes
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 reduce token usage by 50-80%. Token optimizer, history pruning, model routing, response compression. Cut your AI agent bill from $380 to $63/month.
Shabnam Katoch
June 11, 2026
AGENTS.md Best Practices: Write the File That Makes Your Agent Actually Follow Instructions
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