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0. TL;DR для тех, кто спешит Статья о том, как собрать из подручных open-source инструментов систему, которая ежедневно: — Сканирует цены и отзывы у&n…
How to Automate Your Email with n8n in 10 Minutes You check email 15+ times a day. That's roughly two hours — gone every single day. You're not alone.…
Most "AI agent" products in 2026 are GPT wrappers with a nice UI. They respond to prompts. They don't run in the background. They don't have KPIs. The…
Two months ago I started building voice agents for small service businesses. dental clinics and HVAC companies that lose real money every time a call …
Originally published at ffmpeg-micro.com Every video your team publishes needs captions. Accessibility requirements, social media autoplay, SEO value.…
I've been managing a Telegram channel for a while and kept spending time answering the same questions manually. So I built one n8n workflow that now d…
How I Built an AI Business Automation Workflow Pack with n8n, Google Sheets and JSON Templates Most business automation ideas sound simple at the star…
Originally written for r/n8n on Reddit — sharing here for the dev.to community. I see a lot of n8n templates shared here that are either half-baked or…
I recently built a system that lets an entire organization query their live database through WhatsApp — no app, no dashboard, no training required. Ju…
In the hyper-competitive landscape of modern B2B outbound sales, speed-to-lead and outreach capacity are the ultimate drivers of pipeline volume . Yet…
Привет, Хабр! Меня зовут Андрей и я развиваю портал для разработчиков в корпоративном мессенджере Пачка . Эта статья про то, как мы превратили рукопис…
Every time a course batch completes, you have a list of students who need certificates. The manual way: open Canva, duplicate the template, change the…
Каждый интегратор сегодня дебажит код и JSON-воркфлоу через нейросети. И каждый хоть раз ловил холодный пот, понимая, что только что скормил в ChatGPT…
Every n8n workflow I audit has at least three of these mistakes. They all share the same trait: they work perfectly in the editor, pass your manual te…
Building an Open Source Paystack Community Node for n8n As someone who regularly builds automations with n8n, I noticed a gap in the ecosystem, there …
The Problem I freelance with n8n and the hardest part isn't building workflows — it's answering the question: "How much should I charge for this?" The…
Thursday morning I removed five nodes from my content pipeline. By lunch I understood something about building with language models that eleven failed…
[ERROR] node "GPT Decision" execution_id=9f...3a status=failure cause: structured_output_schema_violation retries: 6 total_runtime_ms: 184302 workflow…
Running a clinic or health-tech team means juggling patient communication, staff coordination, billing, and compliance — all at once. Manual follow-up…
I was paying $49/month on Make.com and hitting operation limits every few weeks. My 23 scenarios handled lead captures, Slack notifications, email seq…
If you're an Airtable power user, you've hit the wall: Airtable's native automations are limited, Zapier gets expensive fast, and the built-in scripti…
Running a digital agency without automation is like doing client work with one hand tied behind your back. Every hour your team spends on repetitive t…
Your Google Drive is a mess. Don't lie. Downloads folder. Desktop. Shared drives. Inbox attachments saved without thinking. After a year of casual sav…
Every founder has some version of a morning ritual: open 4 different tabs, check Stripe, check analytics, check the spreadsheet, try to mentally add u…
Most teams are solving the wrong problem In 2026, the most common mistake I see ML engineers and technical founders make is not choosing the wrong mod…
6 n8n workflow patterns for AI automation (with real examples) After building n8n automations for over a year across different use cases, I started re…
Manual reporting is a silent profit killer. Many teams spend over 100 hours per week cleaning Excel data, generating pivot tables, and manually schedu…
If you're creating Instagram carousels manually — designing each slide in Figma or Canva, exporting, uploading — you're wasting hours every week. In t…
Рассказываю, почему в B2B-проектах опасно полагаться на community-ноды и как я перевел интеграцию с мессенджером MAX на стандартный HTTP Request. Фикс…
n8n запускается одной командой docker run и через пять минут вы видите логин-форму. Это маркетинговый ролик. Реальный production-конфиг - …