Real systems I've built, the problems they solve, and how they work under the hood.
A single master workflow wired into the whole n8n instance. When any automation fails, it grabs the workflow name, the broken node, and the error message, and pushes a full alert to Telegram within seconds.
A second pass on the LinkedIn Comment Generator turned a one-off fix into a repeatable run. One command now rebuilds the workflow, attaches real credentials, activates it against a duplicate guard, captures the dark canvas, and reports the whole run to Telegram.
A pipeline that turns a prospect spreadsheet into personalized cold emails using AI, routes every draft through human review on Telegram, and tracks replies back to the sheet automatically.
How to pull trending posts from niche subreddits, rewrite them in your brand voice with AI, and post to X on a daily schedule without any manual work.
A monitoring system that watches Telegram groups for buying intent, extracts prospect details with AI, and pushes qualified leads into Google Sheets and your CRM within seconds.
A community LinkedIn engagement workflow arrived with stripped parameters and dead nodes. We rebuilt it with the logic and node names intact, restored the Unipile and AI wiring, and shipped a clean dark canvas that activates on the first try.
A daily workflow that scans LinkedIn, generates contextual comments with AI vision and language models, and routes them through Telegram for quick human approval before posting.
A workflow that watches deal stage changes in your CRM, creates follow up tasks automatically, notifies the right team member in Slack, and keeps reporting sheets current without anyone touching a spreadsheet.