What Netguru shipped in 2026

AI, Sustainability & Grocery: How Smart Commerce Can Reduce Waste and Carbon Footprint

The article highlights how AI is transforming grocery retail by reducing food waste through granular demand forecasting, dynamic pricing for short-dated items, and optimized delivery routes. Grocers l…

Android vs iOS: Key Differences in 2026 - Netguru

RAG chatbot accuracy: how data preparation beat model size

Netguru demonstrated that a small language model can achieve 98% accuracy and near-zero hallucinations in RAG chatbots by focusing on data preparation rather than model size. The approach prioritizes …

Experience Orchestration: Building Smart Commerce Systems That Actually Work - Netguru

Magento to VTEX migration: what moves, what breaks, and how to sequence it

A Netguru blog post outlines critical decisions for migrating from Magento to VTEX, emphasizing Adobe Commerce’s August 2026 EOL deadline, PCI compliance risks, and architectural differences like VTEX…

How to reduce AI hallucinations in e-commerce: a practical guide to RAG

Netguru’s guide attributes e-commerce AI hallucinations to retrieval gaps rather than prompts, detailing four failure types (price, availability, attribute, recommendation) and how RAG pipelines addre…

We believe in asustainable digital worldwhere everyone can realize their full potential

Overcoming Integration Challenges in Super App Development

Building Data Foundations: The Key to Scalable Enterprise AI

Mastering Product Information Management: Your Key to the Digital Age

PIM integration with VTEX: architecture guide for engineers

The article highlights challenges in managing product data directly in VTEX Admin for large catalogs or multi-locale setups, leading to duplicated edits and broken mappings. It introduces PIM integrat…

GitHub Copilot pros and cons: 2026 honest evaluation - Netguru

A Netguru analysis of GitHub Copilot's 2026 features—inline suggestions, Copilot Chat, CLI, and agent mode—reports 25-35% acceptance rates in production codebases, with agent mode cutting iteration ti…

Agile vs Waterfall: How to Choose the Right Methodology

A government agency locks scope in January to finalize content requirements for the fiscal year. A SaaS startup rewrites its core user flow in March.

React vs Angular: which to choose for your project in 2026

Choosing between React and Angular in 2026 isn't a syntax preference — it's a decision about how much architectural opinion you want enforced versus how much you want to own yourself. Both frameworks …

How to outsource mobile app development: a practical guide

Your roadmap is written, your seed round is closed, and your internal team is already at capacity. The question isn't whether to outsource your mobile app, it's how to do it without bleeding runway on…

The Hidden Price of Poor Observability: Scale-Up Case Studies

Speed is everything—but speed without visibility is a gamble. Blind spots that feel small in the early days can cripple systems at scale

Automate Your Work with Intelligent Document Processing

The analysis of structured data enables businesses to gain insights and make data driven decisions.

Enterprise software development: what to expect

Enterprise software development succeeds or fails on the rigor applied before a single line of code is written, not on the technology stack chosen. The most expensive failure mode is rarely bad engine…

AI staff augmentation vs Forward Deployed Engineering: which model fits your team?

When AI talent takes six months to hire, most teams reach for one of two staffing models, and they are not interchangeable. AI staff augmentation drops vendor-supplied AI/ML engineers into your team u…

AI Chatbot: How Artificial Intelligence and Machine Learning Can Improve Your Chatbot

Chatbots are all the rage right now, and they're not going anywhere. Consumers expect to interact with brands with the help of many different channels, and chat is one of them. But chat-based communic…