Notes from inside the automations we build.
Production patterns, technical breakdowns, and what actually works when you wire AI agents into real business systems.
Reddit n8n Workflows — 10,000 Community Patterns | OpsPilots
You've built your first n8n workflow and it actually worked. Now you're staring at Reddit threads where people casually mention "analyzing 10,000+ workflows" and building "fully-automated market analysis systems" — wondering if you're missing somethi
Read the post →
SEO Audit on Autopilot. No Analyst Required.
How we built a fully automated SEO audit pipeline using n8n + AI — cutting audit time by 90% and reducing per-audit cost to near zero. Runs every Monday at 9am without you touching a dashboard.
Read the post →
The Backend of AI Video Production: Orchestrating an Autonomous Content Factory
Inside the n8n + Claude + FFmpeg stack running a 24/7 autonomous video content factory — from script generation to publishing with zero human touch. Dropped production cost from $60 to $0.68 per video.
Read the post →
Reddit's n8n Community Just Built 6,500 Workflows — Here's What Actually Works
Reddit's n8n builders created 6,500+ production workflows using a free generation tool, revealing which automation patterns actually survive contact with real business problems.
Read the post →
How we built a fully autonomous AI-Production Pipeline that converts raw scientific data into high-retention YouTube Shorts, reducing production time by 98% and cost by 95%.
One text source in, one publish-ready YouTube Short out. Script, voiceover, captions, and final render — fully automated in 7 minutes. Cut production time by 98% and cost per video from $40 to $0.68.
Read the post →
AI Agents Build n8n Workflows — Reddit's Meta-Automation Revolution | OpsPilots
You've built 47 n8n workflows this year, but you're still clicking "New Workflow" and staring at that empty canvas wondering where to start. The Reddit n8n community just solved this with something that shouldn't work: AI agents that build the workfl
Read the post →
n8n Builders Are Automating Everything — Mobile Controls, Job Apps, Social Media
--- **TL;DR:** Six new n8n workflows automate job applications, mobile device control, social media posting, outreach emails, and Reddit API access — real production patterns emerging. --- ## What This Actually Does The n8n community just dropped six
Read the post →
Reddit n8n Builders Are Solving Real Problems — Here's What They Actually Built
Six production n8n workflows from Reddit show real automation patterns: LinkedIn outreach, job applications, mobile management, sentiment analysis, API simplification, and payment reminders.
Read the post →
The Bot That Asks Permission Before Every Trade.
Every trading signal goes through a real-time Claude AI risk check before execution — position size, volatility, portfolio exposure. Full decision loop in under 3 seconds, logged to Telegram. Zero unauthorized trades.
Read the post →AI Agent OS: 14 n8n Workflows Creating Autonomous Business Operations
An AI agent named AiMe built a complete operational stack using 14 production n8n workflows, achieving 24/7 autonomous business management for content, revenue, and outreach.
Read the post →
AI-Generated n8n Workflows: Codex-Powered Automation Engineering
Vibe-n8n automates workflow creation using OpenAI Codex to generate n8n configurations from exported templates, enabling API-driven deployment and dramatically reducing manual build time.
Read the post →
n8n AI Agent OS: 158-Node Production Stack Powers Autonomous Business
A 158-node, 14-workflow n8n stack powers a production-grade AI agent OS — fully autonomous business operations running without manual task management.
Read the post →OpenClaw Agent OS: Production n8n Stack Powers Autonomous AI Business
AiMe AI agent leverages 14 production n8n workflows with OpenClaw OS to autonomously manage revenue pipelines, content generation, and business operations around the clock.
Read the post →
The Reddit n8n Explosion — What 6 Viral Workflows Actually Reveal
Six n8n automation workflows hit Reddit's front page in two weeks, revealing production patterns for AI outreach, job applications, and social media automation that actually work.
Read the post →
We Killed the Content Calendar
A 28-node n8n workflow finds trending topics, writes 1,500-word articles, generates featured images, and publishes to WordPress — on a schedule, without you touching it. Article cost: $0.80–1.20.
Read the post →
AI Agent Operating System: 14 n8n Workflows Powering 24/7 Business Operations
AiMe AI agent uses 14 production n8n workflows to autonomously manage content pipelines, revenue tracking, outreach automation, and multi-agent orchestration — 24/7 with zero human intervention required.
Read the post →
Production AI Agent Stack: 5 n8n Workflows Managing Real Business Operations
AiMe, an OpenClaw-powered AI agent, manages a complete business operation through 5 production n8n workflows: content pipelines, revenue tracking, outreach automation, and multi-agent orchestration.
Read the post →
Case Study: Building an AI Consultant with "Corporate Memory." How We Automated Support Using RAG & n8n.
We built an AI consultant that knows your SOPs, product docs, and 6 months of support history — and answers client questions in seconds via Telegram. FIRMTECH resolved 94% of queries without escalation in month one.
Read the post →Ready to automate your own workflow?
We map exactly which workflows cost your team the most time and give you a specific deployment plan — in one 30-minute call.
Book Free 30-Min Process Audit →