Blog
News and insights from the world of AI automation, tools, and digital products.
How to stop manually searching for competitors' content: 8 n8n workflows for monitoring, rewriting, and auto-publishing
Step-by-step guide: how to set up automatic monitoring of competitors' RSS and sitemaps, rewriting via LLM, uniqueness checking, and publishing to WordPress or
A ready-made system of 7 n8n workflows for automating client onboarding and nurturing
A step-by-step guide to implementing 7 n8n workflows: from lead capture via webhook to a producer dashboard. Automate onboarding and warming up without the chao
OpenBMB released MiniCPM5-2B — a compact model at the top of HuggingFace
🔥 Edge inference on modest hardware: OpenBMB has released MiniCPM5-2B OpenBMB has released the openbmb/MiniCPM5-2B model on HuggingFace — a compact one, of the
DeepSeek-V4.1-Flash — the new multimodal model topped the HuggingFace trending
DeepSeek has released DeepSeek-V4.1-Flash: 244,457 downloads and first place in Trending 🧠⚡️ Now open-source — the multimodal model DeepSeek-V4.1-Flash. The re
Qwen3.8-27B — Qwen's new flagship tops HuggingFace trends with 7.7 million downloads
🚀 Top of HuggingFace trends: Qwen3.8-27B racked up 7,768,964 downloads Qwen3.8-27B — Qwen's new flagship. Model type image-text-to-text: accepts both text and
Multi-agent "toxic boss"
🎭 Multi-agent "toxic boss": shouting didn't help, an acceptance contract did. The author rebuilt the role of the "AI office boss" inside a multi-agent system s
Analysis of OpenAI's statements about the "AGI era" — Astra evaluated against seven criteria
GPT-6 Astra: the "AGI era" broken down by seven criteria The analysis of OpenAI's claims about the "AGI era" has reached specifics: the GPT-6 Astra model has be
Ternary neural net in C# — a BitNet 1.58 analog weighing 29 KB
⚖️ Ternary analog of BitNet 1.58 in C#: 29 KB, in the extreme variant — 17.1 KB On the left is Microsoft BitNet 1.58, on the right is a neural network based on
Short video automation: a pipeline for TikTok, Reels, and Shorts
How to build a short-video pipeline: voiceover, stock footage, editing, subtitles, and auto-publishing to TikTok, Reels, and Shorts. A step-by-step breakdown of
Automation of commercial proposals for agencies
How to stop assembling quotes manually for 40–60 minutes: automatic data collection, cost calculation, PDF, CRM and sending. Step-by-step breakdown and ready-ma
Content creation automation: from idea to publication
How to set up a content factory: automating content creation, idea generation, approval, and auto-posting to Telegram, social media, and a blog. A step-by-step
Ready-made n8n workflows for small business: where to start
Which small business processes pay off to automate first and how to implement ready-made n8n workflows without a programmer. A step-by-step plan and concrete so