
What Are AI Agents? Tools, Loops, Goals, and Failure Modes
AI agents explained by mechanism: tools, goals, and the plan-act-observe loop, plus benchmark failure rates and when a plain workflow beats an agent.
14 min read
Grouped by what you are actually trying to do, not by publication date. Every article states how the tool was tested, links its sources, and names at least one thing the tool gets wrong.
Step-by-step, start to finish. Every command is run before it is published.

AI agents explained by mechanism: tools, goals, and the plan-act-observe loop, plus benchmark failure rates and when a plain workflow beats an agent.
14 min read

A webhook is a public write endpoint a stranger can POST to. Verify HMAC signatures over raw bytes, dedupe on delivery ID, and answer in milliseconds.
19 min read

A Docker guide to self-hosting n8n 2.x: the Sustainable Use License line, a working compose file, encryption-key backups, and the security defaults.
20 min read
Head-to-head matchups and shortlists, ranked on merit rather than commission.

Verified free-tier limits and paid pricing for ChatGPT, Claude, Gemini, Perplexity, and Copilot — every number from vendor pages, checked August 2026.
15 min read

ChatGPT, Claude, and Gemini compared on verified August 2026 pricing, per-plan context windows, and what each does with your chats.
13 min read

Compare the best AI video generators by real cost per finished minute, with verified pricing, watermark rules, and commercial-use terms for each tool.
15 min read
Automations you can build, with architecture, error handling and real running costs.

A webhook is a public write endpoint a stranger can POST to. Verify HMAC signatures over raw bytes, dedupe on delivery ID, and answer in milliseconds.
19 min read

A Docker guide to self-hosting n8n 2.x: the Sustainable Use License line, a working compose file, encryption-key backups, and the security defaults.
20 min read

Zapier bills tasks, Make bills credits, n8n bills executions. Three different units compared with 2026 pricing, free tiers, and self-hosting terms.
18 min read