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Claude
How one developer ran an end-to-end legacy migration with agentic AI
I was given a C++ application that ran on an older generation of payment terminals, documentation for the old platform, documentation for the new one, and a simple objective: Build the application for the new terminals, and use AI to help. That was essentially the entire handoff. There was no business analyst to walk me […]
How we turned AI development cost spikes into a controllable workflow
By Illia Sokolov, Senior Technology Fellow at ABCloudz Most days, our AI spend for development stayed below $100. Then one day hit $490. No big production launch. No planned load test. No obvious reason in the data. It was clear, visible, and hard to ignore. The problem was that the chart could only tell us […]
ai, LLM, prompt-management, ChatGPT, Claude, Amazon Titan, Llama, Amazon Bedrock, cost-optimization, NLP
How to select LLM for SQL generation
Imagine a scenario where a data analyst needs to generate SQL queries to extract specific information from a complex data warehouse, but without deep knowledge of SQL. Our goal was to create an AI assistant that translates natural language to SQL, and we wanted to find the optimal large language model (LLM) for this task. […]