Insights
Applied AI.Explained.
Deployment breakdowns, technical decisions, and lessons from systems built to move real work forward.
AI Email Routing for Factories: Zero Manual Sorting, CRM Connected
How HermesOps built Inbox Router for two manufacturing clients: 16 inboxes routed in 2 weeks, leads reach sales in 1.2 seconds, everything logged to CRM.
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Case-study context, technical how-tos, and the background behind the work.
OpenReply вместо ManyChat: установка Instagram comment-to-DM
Как развернуть OpenReply, подключить Instagram через официальный Meta API, настроить comment-to-DM кампанию и не пропустить обязательные Meta-требования.
Read article ↗Как собрать B2B-лиды с AI-агентом: Яндекс Карты, обогащение и CRM
Практический гайд Саида Азизова: как собрать локальные B2B-компании, проверить данные, найти сигналы для персонализации и передать лиды в CRM.
Read article ↗How to Set Up Docker MCP Toolkit and Connect It to Claude (Step by Step)
The full walkthrough behind the reel: set up Docker MCP Toolkit from scratch: download Docker Desktop, enable the toolkit, add connectors, and wire 300+ tools into Claude in about 10 minutes.
Read article ↗Inbox Router: How We Built AI Email Routing for Shared Inboxes
Inside Inbox Router by HermesOps: AI email classification that routes shared inboxes in 1.2 seconds. Plain-language rules, full audit log, on-prem LLM option.
Read article ↗Qwen3.6-27B Drops: Why Local LLMs Just Got Real for Business
Qwen3.6-27B runs locally on 16-18GB RAM with 262K context and Apache 2.0 license. On-premise LLM automation is now viable for document classification, RAG, and internal chatbots.
Read article ↗Lezgin Translator 2.0: When 1000 People Change the Future of a Language
Major update to the Lezgin translator: significantly improved quality via synthetic corpus, integrated text-to-speech, and 1000+ volunteers behind the project.
Read article ↗You Don't Know How to Sell AI If You Don't Know How to Buy
Lessons from selling AI automation services: why understanding buyer psychology is the key to closing deals for AI agencies, SaaS, and consulting.
Read article ↗Featured on @tellsef: From Hackathons to Senior AI Engineer
Featured in a media post by @tellsef covering the journey from school hackathons to Senior AI Engineer: presenting to government leaders, building Kandinsky and X-FLUX, and founding an AI agency.
Read article ↗AI Voice Agent Goes Live: Two Leads on Day One
After phased rollout with ElevenLabs, Twilio, and Vapi, our AI voice agent captured two qualified leads on its first day handling 100% of inbound calls.
Read article ↗AI Chatbot for Education: How a Tutor School Increased Sales by 10%
Built a Telegram AI assistant for tutors using GPT-4 Vision, LangChain, and RAG: lesson analysis, homework generation, and progress tracking. +10% sales conversion.
Read article ↗Case Study: AI Voice Agent Cuts Call Costs from £24K to £4K
How we built an AI voice agent with ElevenLabs and Twilio that replaced a £2,000/month outsourced call center for a UK surveying firm: saving 83% on reception costs.
Read article ↗Docker MCP Toolkit: 312 AI Integrations in One Click
Docker MCP Toolkit connects Claude Desktop and Claude Code to 312 tools: Notion, Slack, YouTube, CRM, databases. Free, secure, and the best MCP setup for AI agents.
Read article ↗"Lezgi Ghed" Award: AI for Language Preservation
Lezgi Star AwardHonored with the Lezgi Ghed award for building the first Lezgin language AI translator and text-to-speech system: preserving a minority language through technology.
Read article ↗1st Place: RAG-Powered Resume Matching System
1st placeWon 1st place building a RAG-based resume matching system using LLMs and vector search: the same tech stack behind our AI agent work.
Read article ↗2nd Place at Digital Breakthrough: Multimodal Video AI
2nd placeBuilt a multimodal video classification system combining visual and audio features at one of Russia's top hackathons.
Read article ↗Top 5% in Google's Kaggle Competition
Top 5%: Silver MedalPlaced 58th out of 1,000+ teams in Google's Isolated Sign Language Recognition challenge on Kaggle.
Read article ↗1st Place at Russia's Largest AI Competition: AIIJC
1st place: Absolute WinnerWon 1st place at AIIJC, pitched the winning AI solution to government leaders on national television. Built a sign language recognition system using deep learning.
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