Web Development
Custom websites and platforms
Clean Architecture Apps
Apps built on clean architecture
Architecture & Consulting
Scalable system design
Software Audit
Quality, security and tech debt
Legacy System Migration
Phased modernization, zero downtime
MVP Development
From concept to product in weeks
AI Model Integration
LLMs and smart automation
All services
Discover how we can help you build, scale and modernize your product.
The distance between demo and production is where most AI integrations die. Four gates in order — tolerable error, grounding data, real cost and continuous evaluation — to decide whether your product should have an LLM.
What an AI agent actually is, where the boundary with chatbots and workflows lies, when they're worth the investment and when they're smoke with a budget. A no-hype guide to deciding well.
A RAG demo is easy; production is a different film. When RAG is the right pattern, when a query or a good prompt solves the same thing, and what tutorials leave out: ingestion, permissions, hybrid search and evaluation.
No retraining: index your documents, retrieve what's relevant on each question and generate answers with citations. The practical RAG guide, with pipeline and common mistakes.
