Blog
ai
-
Wiring an AI Image Analyzer API Into Your App
Adding an AI image analysis feature to an app can be surprisingly easy: send an image to an API, as for the information you need, and process the response. The harder part is to make it reliable…
-
Why Vibe-Coded Apps Still Need Developer Review
A short answer: Vibe-coded apps can work well for prototyping and early validation, but they aren’t production-ready out of the box. Before release, applications built with AI still require a thorough engineering review to spot architecture, security,…
-
How We Handle Regression Testing In Large Applications
This article explains the hybrid regression testing approach our QA team uses on large projects, determining what needs to be tested and how thoroughly. The approach combines impact analysis and risk assessment to define the regression scope…
-
Evidence-First RAG: Validating LLM Citations in Application Code
This article explains how an evidence-first RAG design keeps citation validation in the application layer, ensuring that generated citations can be traced back to the evidence selected before generation. Key Takeaways This article is the final part…
-
Vector-Only vs Hybrid Retrieval for Science and Technology Books
This article examines when vector-only retrieval is enough for science and technology books, and when useful evidence can be missed. RAGLibrarian adds complementary retrieval methods, fuses their ranked candidates with hybrid RRF, and benchmarks whether extra retrieval…
-
How to Improve RAG Retrieval with Chapter-Aware Chunking in Go
The article explains how chapter-aware chunking can improve retrieval quality in RAG systems that use science and technology books as source material. In particular, it describes the implementation of RAGLibrarian – a custom Go-based page window chunker…
-
MCP for Business: Building Adaptable AI Agents
This article explains how Model Context Protocol helps businesses build flexible AI agents by connecting them to company data, APIs, and workflows through a standardized interface. Key Takeaways: What is MCP and Why Does it Matter for…
Boost your business with custom software
Tell us about your business needs and we’ll suggest a solution
Thank you!
We have received your request and will get back to you within 1 business day.
