The publication
Explore AI research, practical tools and ways to make your systems work together.
Editorial selection
The complete guide to automation tools for small businesses in 2026. Category breakdowns, real recommendations, and a framework for choosing what to automate first.
SKILL.md files are the configuration layer for AI agent behavior. How they work, how to write them, and the emerging directory of community-built skills.
What separates a useful automation audit from a box-ticking exercise. The checklist, questions, and deliverable that leads to better workflows.
The 10 MCP servers that matter most for automation builders. Hands-on evaluation of each server's capabilities, setup friction, and production readiness.
The navigation guide to MCP server discovery across 12,000+ servers. Compare PulseMCP, Smithery, Glama, MCP.so, the official registry, and every major index to find the right one for your workflow.
AI agents plan, execute, and verify tasks autonomously. This guide explains how they work, what separates them from chatbots, and where they fit in your automation stack.
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1–12 of 48 more articles
A barber in Bengaluru films his hands to train robots. We follow his footage to NVIDIA's research, the companies collecting it and the work where its value is moving.
Employer descriptions challenge a simple GTM Engineering–RevOps split. Inspect the dataset, role comparison and reviewable inbound-routing example.
A review of 19 employer descriptions shows how FDE responsibilities vary, where adjacent roles overlap, and what to clarify before hiring or applying.
262 e-commerce stores scored for AI agent legibility across Shopify, WooCommerce, BigCommerce, Squarespace, Magento, and Wix. Visibility funnel, named brands, five fixes that lift any store by roughly forty points.
The verdict stack for a 1 to 5 person team: ClickUp for tasks, Wispr Flow for input, Make for glue. Under $25/month solo, under $60/month for three people. Eight tools scored on the same axes.
A 4-layer stack for a 5-person ops team: Slack Pro for chat, Loom Business for async video, Notion Plus for written context, and Make Core for workflow automation. Around $2,223 a year, $37 per person per month.
AEO and GEO are the editorial layer of AI search visibility. Agent Legibility is the substrate underneath. Most AEO guides skip the prerequisite. This one starts there.
Five tools to install first when starting from zero with AI. ChatGPT Team, Wispr Flow, Notion AI Business, Make, and Apify or Firecrawl, sequenced across thirty days from week one.
103 publisher sites scored for AI agent legibility. Full dataset, named leaderboard, and the five fixes that lift any site forty points in a single sprint.
Hitting 10 to 25 employees changes which automation tools earn their seat. n8n Cloud Pro, Make Pro, monday Pro, ClickUp Business: the upgrade-tier stack at $2,500 to $4,500 a year for fifteen people.
Most Supabase vs. Firebase articles assume you're a backend engineer. This one assumes you're building an AI app with a vibe coding tool. The answer changes.
Six web scraping APIs scored on the axes that matter for AI operators: output format, modes, anti-bot, MCP server availability, pricing, and the cleanest path from URL to agent tool. Includes a Firecrawl vs Apify vs Tavily head-to-head.
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