Blog
Practical writing on AI, automation and software development. From projects, not theory.
Websites and e-commerce · November 6, 2026
GEO: how to get recommended by ChatGPT, Perplexity and Google AI
Generative Engine Optimization in practice: how to make your company appear in AI assistant answers. Content structure, llms.txt, schema, citations and speed.
RAG and knowledge bases · November 4, 2026
What is RAG and how does it work: a guide for companies that want AI over their documents
RAG (Retrieval Augmented Generation) explained simply: how AI answers from your company documents, why it does not make things up, what vectorization is and what it costs.
Case studies · November 2, 2026
How we built an AI assistant for tax and legal regulations
Case study: a RAG system over a huge regulatory database for a large consultancy. Architecture, challenges, phases and results: MVP in 2 months, full system in 5.
Software development · October 31, 2026
How much does a custom app cost in 2026
Realistic price ranges for web and mobile apps, MVPs and SaaS platforms, what drives the price and how to get an accurate estimate without surprises.
RAG and knowledge bases · October 28, 2026
RAG or fine-tuning: how to make AI really know your company
When to use RAG, when fine-tuning and when both. A comparison by accuracy, cost, freshness, security and time to implement.
Automation · October 24, 2026
12 processes every company can automate with AI this month
A concrete list of processes for AI automation: invoices, email, quotes, CRM, reporting, HR, support and content, with savings potential and difficulty.
RAG and knowledge bases · October 21, 2026
How to build an AI assistant over your company documents: 7 steps
A practical plan for introducing a private AI assistant (RAG): from choosing documents and preparing data to measuring accuracy, permissions and going live.
Automation · October 17, 2026
Automated invoice processing with AI and OCR: how it works and what it saves
How AI reads incoming invoices, extracts data, validates it and enters it into your ERP. Accuracy, controls, integrations and realistic savings for accounting teams.
RAG and knowledge bases · October 14, 2026
Vector databases explained: pgvector, Qdrant, Pinecone and what to choose
What a vector database is, how semantic search works and how to choose between pgvector, Qdrant, Pinecone, Weaviate and Chroma for a RAG project.
Automation · October 10, 2026
An AI chatbot for your website: how to make it bring leads, not frustration
What separates a good AI chatbot from a bad one: product knowledge, clear handover to a human, lead capture and measurement. Examples, costs and rollout tips.
Artificial intelligence · October 8, 2026
Local AI (LLM) for companies: when it pays off and what hardware you need
When a company needs an AI model on its own server, which open models are good enough, how much VRAM you need and how local AI compares with cloud APIs on cost.
Software development · October 6, 2026
An MVP in 6 weeks: how we plan and ship a product's first version
Week by week: workshop, prototype, development, testing and launch of an MVP. How we decide what goes into version one and how we measure success.
Automation · October 3, 2026
n8n, Make, Zapier or a custom integration: what to choose for automation
A comparison of automation tools: price, flexibility, privacy, AI capabilities and when it is better to build a custom integration.
IT infrastructure · October 1, 2026
IT infrastructure maintenance: a checklist for small and mid-sized companies
Daily, weekly, monthly and yearly IT checks: backups, updates, security, accounts, network and documentation. A practical list for companies with 5 to 200 employees.
Artificial intelligence · September 30, 2026
AI agents in 2026: what they can really do and where they still fail
A realistic look at AI agents for business: which tasks they handle reliably, where the risks are, how to design controls and what rolling out an agent looks like.
Websites and e-commerce · September 27, 2026
Next.js or WordPress for a business website: which to choose
Next.js vs WordPress compared on speed, SEO, security, cost, content editing and maintenance. When each one is the better choice.
Automation · September 24, 2026
How much does AI automation cost and how to calculate ROI
What makes up the price of AI automation, the monthly cost of models and how to calculate ROI and payback period with a real-world example.
Websites and e-commerce · September 20, 2026
Multilingual websites and SEO: hreflang, multiple scripts and mistakes that cost rankings
How to build a multilingual website Google indexes correctly: URL structure, hreflang, x-default, Cyrillic and Latin versions, translations and sitemaps.
Artificial intelligence · September 17, 2026
Data security and AI: what every company needs to know
How to use ChatGPT, Claude and other AI tools without leaking business data: business agreements, GDPR, permissions, local models and internal policies.
Artificial intelligence · September 10, 2026
Shadow AI: the risk when employees use ChatGPT on their own
Shadow AI is the use of AI tools without the company's knowledge. The risks for data, costs and quality, and how to replace it with a controlled AI workspace.
Artificial intelligence · September 3, 2026
How to choose an AI model: GPT, Claude, Gemini, DeepSeek or open models
A practical guide to choosing an AI model for business tasks: quality, speed, price, language support, privacy and why using several models is best.
Artificial intelligence · October 9, 2025
How much can AI help developers: ChatGPT, Claude and Copilot in daily work
How AI tools speed up software development, where they really save time, where they fail and how to roll them out safely across a team.
Software development · October 9, 2025
How to keep code clean and scalable for years
Long-term software health depends on discipline: standards, code review, tests, modularity and documentation. The practices we use on multi-year projects.
Software development · October 9, 2025
EU vs US clients: work culture differences outsourcing teams need to know
How EU and US clients approach working with development teams differently: documentation, speed, communication and expectations, with practical tips.
Software development · October 9, 2025
Laravel vs Node.js for SaaS: how to choose for faster growth
A practical guide to choosing a SaaS backend: when Laravel wins, when Node.js wins and when to combine them. Lessons from Webinars.rs and Intrascope.
Websites and e-commerce · October 9, 2025
10 common web project mistakes and how to avoid them
From poor planning to weak communication: ten mistakes that wreck web project timelines and budgets, and concrete tips to avoid them.
Automation · October 8, 2025
An AI agent in IT support: does it really take pressure off the team?
What an AI agent can solve in IT support, where you still need people and the results we saw: 42% of tickets resolved automatically, response time from 12 to 2 minutes.
Artificial intelligence · October 8, 2025
How AI is changing the way we build software
AI is no longer just an assistant but a member of the development team. How speed, quality and the developer's role are changing, and what it means for companies that commission software.
Case studies · October 8, 2025
The real value of DevOps: how we cut deploy time from 40 to 3 minutes
Case study: CI/CD, Docker, automated tests and automatic rollback cut releases from 40 to 3 minutes and reduced incidents.
Case studies · October 8, 2025
What we learned from mistakes building our first product version (MVP)
Mistakes we made on our own MVP and how we fixed them: too many features, no feedback loop, neglected onboarding. Lessons for every founder.
Case studies · October 8, 2025
UX design and conversions: 58% more purchases after a checkout redesign
Case study: how a UX redesign of navigation and checkout increased completed purchases by 58% and cut abandoned carts from 42% to 18%.
Tell us what slows you down
We reply within one business day. The first call and the estimate are free.