Reviewedby builders.Built for shipping.
Editorial reviews and field guides on MCP servers, agentic frameworks, skills, coding assistants, and the tools moving automation forward. 123 servers reviewed, 17 frameworks scored, 27 coding assistants compared.
How a 28-Day-Old Site Got Cited 1,400 Times by AI Assistants
Automation Switch dogfood case study. Concrete narrative with full citation data. Demonstrates the agent-readability methodology working at the smallest possible scale.
How AI Agent Memory Gets Poisoned (And What Operators Can Do)
Agent memory is the layer attackers reach by leaving instructions in places the agent reads. The damage is persistent and crosses sessions. A taxonomy of the five named attack patterns and the operator controls that hold up against them.
From grep to glance: building a visibility layer for AI-native work
Inaugural Build Log for GovPort. Why I extracted it from GoldenPath, the three architectural problems that forced the standalone direction, the Next.js + Vercel + Postgres + GitHub OAuth stack, and the cross-product framing where one tool watches both Scaletific and Automation Switch.
What Is an Agent Harness? (And How It Differs From an Agent Framework)
An agent harness is the runtime that turns an LLM into something that can act. How harnesses differ from frameworks, why the distinction matters, and what to look for in production.
CLAUDE.md vs AGENTS.md: When to Use Each (And Why You Need Both)
CLAUDE.md and AGENTS.md often get treated as alternatives. They are complementary layers. CLAUDE.md is the Claude-specific overlay; AGENTS.md is the cross-platform base. Most repos benefit from both.
The index the agent ecosystem has been missing. Browse, filter, and copy SKILL.md files by domain, platform, and use case. Built with Firecrawl. Growing weekly.
Visual breakdowns. Long-form research distilled into scrollable infographics. 4 in the library.
Platform Selector
Score Zapier, Make, n8n, and the rest against your team shape, workload, and migration tolerance. Five-axis decision in three minutes.
LiveToken Generator
Generate the design tokens behind any AS-style component: surface, border, eyebrow, type scale. Copy as CSS or Tailwind.
LiveAutomation Prioritizer
Rank candidate automations by ROI, time saved, and execution difficulty. Surface the workflows worth building first.
Live