Make vs Zapier TCO at scale: 12-month cost model across 6 workload sizes
12-month total-cost model across 6 workload sizes (1K to 10M runs/mo). Make is 5-8x cheaper below 50K runs; Zapier wins above 100K.
AutomateLab Editorial
How to call OpenAI with streaming responses from n8n
Native AI Agent + OpenAI Chat Model + Chat Trigger streaming setup for n8n, why the standard HTTP Request node silently buffers SSE, and the August 2026 Assistants API deadline.
How to fix Make's "request has exceeded the allotted timeout" error
Make's connector layer caps outbound calls at ~40 seconds. Same error fires from HTTP, WordPress, Notion, Google Sheets, and FTP modules - the fix lives inside the scenario, not the upstream API.
Launching the seo-performance MCP
A post-publish SEO MCP that unifies GSC, GA4, Matomo, Clarity, and AI-citation signals per URL and emits a verdict per post with reason codes.
How to use Power Automate Flow Checker to find errors before they hit production
Power Automate Flow Checker catches missing inputs, bad expressions, broken connections, and deprecated actions at design time - but it cannot see any runtime failure. Use it well, then plan for what it cannot see.
61% of public MCP servers fail to install or initialize: 922-package production audit
We ran 922 npm-published MCP servers in May 2026. Only 359 (38.9%) installed and responded. Here's where the other 61% broke - and what server authors can fix.
n8n vs Make in 2026: pricing, execution limits, and when to pick which
n8n charges per workflow run regardless of node count and lets you self-host; Make charges per module action and is SaaS-only. 2026 plan tables, the cost-counting gap, and when to pick which.
Cursor vs Claude Code in 2026: pricing, features, and which AI coding tool to pick
Both start at $20/mo, both ship frontier models — but they solve different problems. A side-by-side of pricing, paradigm, token efficiency, and which to pick in 2026.
Free AI SEO Checker: 39 AEO and GEO Checks Explained
The free AI SEO checker at automatelab.tech runs 39 AEO and GEO checks on any URL and returns a letter grade with per-check evidence and fix recipes. No signup required.
How to fix Make Maximum execution timeout 40 minutes with error handlers
Make raises ExecutionInterruptedError at the scenario level, so per-module error handlers miss it. The fix is structural - enable Incomplete Executions, set Break with auto-retry, and split high-volume work across chained scenarios.