[blog] applied AI
No hype.
Cases, guides, technical breakdowns. What we run in production — and what we don't.
Technology · Jun 14, 2026
AI Agents vs Chatbots: What's the Real Difference
Vendors call everything an AI agent now. This guide draws the practical line between a chatbot that talks and an agent that acts, with EU-ready examples and an honest view of cost and risk.
Read →Technology · Jun 11, 2026
RAG and a Knowledge Base: So Your Bot Answers From Your Data, Not Its Imagination
Why a chatbot without RAG invents prices and terms, and how a knowledge base forces it to answer only from your documents. The architecture, a population checklist, verification metrics, and the cost.
Read →Technology · Jun 11, 2026
AI Analysis of Instagram Content: Reels Transcripts and Scripts in Your Style
How Whisper transcripts turn Reels into data: script length vs views, questions in the hook, magnet words — plus a script generator that writes in your style based on your top videos.
Read →Technology · Jun 11, 2026
Instagram Graph API: How to Get Access and a Token for Stats
A step-by-step guide: a Business account, an app in Meta for Developers, the "Manage messaging & content on Instagram" use case, the instagram_business_manage_insights permission, and generating and checking a token. Plus a table of common errors.
Read →Technology · Jun 11, 2026
Instagram Dashboard with AI by MaxICo Labs: A Free Self-Hosted Analytics Dashboard
A full overview of Instagram Dashboard: KPIs with period comparison, ER% per post, Reels-to-followers correlation, Whisper transcripts, and AI scripts in your own style. Open-source, set up in 10 minutes.
Read →Technology · Jun 11, 2026
AI Content for Your Brand: Photo, Video, Voice - What Already Works in 2026
What in AI content actually works in production in 2026: product photos, short videos, Ukrainian voiceover. Tools, prices, limitations, and a working pipeline for a brand.
Read →Technology · Jun 11, 2026
An AI Product MVP in 2-4 Weeks: Process, Stages, Budget
What building an AI product to its first paying user in 2-4 weeks looks like: what's in scope, a week-by-week plan, the budget structure, and a stack you won't have to throw away.
Read →Technology · Jun 11, 2026
Internal AI Tools for Teams: From Idea to Daily Use
Why "we bought everyone ChatGPT" doesn't work as a real solution, which internal AI tools actually stick with teams, and how to launch your first one in 2-3 weeks starting at $1,000.
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