Thoughts on AI engineering, automation, and building production AI systems.https://kylerberry.com/en-ushttps://kylerberry.com/blog/posts/30-days-of-n8n-heres-what-the-numbers-actually-say.mdhttps://kylerberry.com/blog/posts/30-days-of-n8n-heres-what-the-numbers-actually-say.mdI predicted $44-70/month. It came in at $90. Here's the honest breakdown - cost, stability, creative quality, and the trade-offs that don't clean up nicely.Thu, 09 Apr 2026 00:00:00 GMTAIAutomationn8nContent MarketingKyler Berryhttps://kylerberry.com/blog/posts/i-spent-330-on-an-openclaw-content-agent-heres-what-i-got.mdhttps://kylerberry.com/blog/posts/i-spent-330-on-an-openclaw-content-agent-heres-what-i-got.mdI built a 4-agent LinkedIn content pod on OpenClaw for an honest technical evaluation. Here's what worked, what broke, and why the cost math doesn't add up.Mon, 23 Mar 2026 00:00:00 GMTAIAutomationContent MarketingKyler Berryhttps://kylerberry.com/blog/posts/why-i-scrapped-my-openclaw-content-pod-and-rebuilt-it-in-n8n.mdhttps://kylerberry.com/blog/posts/why-i-scrapped-my-openclaw-content-pod-and-rebuilt-it-in-n8n.mdA spreadsheet audit of my Anthropic API costs revealed the real problem with agent-native automation. Here's what I rebuilt and the rule for evaluating AI agents.Mon, 23 Mar 2026 00:00:00 GMTAIAutomationn8nContent MarketingKyler Berryhttps://kylerberry.com/blog/posts/building-a-development-documentation-mcp-server-at-vimeo.mdhttps://kylerberry.com/blog/posts/building-a-development-documentation-mcp-server-at-vimeo.mdI built an MCP server that provides AI coding assistants with development documentation for Vimeo's custom codebase patterns, conventions, and libraries resulting in roughly 75% better output.Mon, 29 Sep 2025 00:00:00 GMTAIMCPCase StudyKyler Berryhttps://kylerberry.com/blog/posts/one-user-one-banana-what-my-failed-ai-startup-taught-me-about-validation.mdhttps://kylerberry.com/blog/posts/one-user-one-banana-what-my-failed-ai-startup-taught-me-about-validation.mdI spent 5 months building an AI startup, got 50 signups, and watched my only active user upload a banana. Here's what it taught me about enthusiasm vs. actual demand.Mon, 22 Sep 2025 00:00:00 GMTAICase StudyKyler Berry