Blog
News and insights from the world of AI automation, tools, and digital products.
n8n integration with CRM: leads, deals, and notifications
How to connect n8n to a CRM: a step-by-step integration of leads from forms, Telegram, and email into Bitrix24 and Google Sheets with Slack notifications. Ready
Turnkey lead generation: a ready-made system, not a set of tools
How to build turnkey automated lead generation: the lead's journey from source to CRM, a lead capture system, and automatic transfer of requests without losses.
How to automate the creation of commercial proposals
How to stop creating proposals manually: automating calculations, PDF generation, and CRM integration. A step-by-step plan and ready-made solutions for micro-ag
How to automate content creation: from idea to publication
A step-by-step content automation plan: collecting ideas, generating drafts, adapting for platforms, and auto-posting via n8n. Ready-made scenarios for marketer
Buy an n8n workflow for your task: criteria and price
How to buy an n8n workflow for a business task: selection criteria, the difference between a ready-made workflow and a free template, and where not to overpay.
How to solve the task: a set of 5 ready-made n8n workflows for lead capture and qualification, HubSpot deals, reporting, and notifications
We break down how to build a pipeline of 5 n8n workflows: lead capture and qualification, deal creation in HubSpot, client report generation, and a notification
A set of 5 n8n workflows: how to automate leads, CRM, and reports and save 20+ hours a week
Step-by-step guide: how to use 5 ready-made n8n workflows to set up lead capture and qualification, deal creation in HubSpot, client report generation, and noti
MTS unveiled a trust controller for LLM agent memory — a breakdown of the MyCity chatbot failure
MTS has unveiled a memory trust controller for LLM agents 🧠 Here's where agents get burned: the knowledge base contains two fragments — one correct and one out
Chatham Financial — Codex and GPT-5.6 cut deal validation from 30 minutes to 4
Chatham Financial: deal validation from 30 minutes to 4 on Codex and GPT-5.6 🛠️ Task. Chatham Financial, a financial company with expertise in capital markets,
Stability AI pivots toward music generation under Sean Parker
Stability AI is restructuring around music AI models — Sean Parker is at the helm 🎵 Sean Parker is pivoting Stability AI toward music models. To support this p
MTPLX vs oMLX
🏎️ MTPLX vs oMLX: the difference in local LLM inference speed on Mac — 2.8–6.4× A comparison of two MLX servers — MTPLX and oMLX — was published on 03 October
Meta open-sourced Muse — an AI assistant for TVs, toasters, and any gadgets
Third-party manufacturers will be able to embed the Muse AI assistant into their devices — Meta has open-sourced the code 🧩 Meta has made the code of its Muse