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Your agent runs in a REPL. A user types a question, the agent loop makes five tool calls, returns an answer, and exits. It works beautifully. You deploy it behind a web service. The user sends a request, the agent starts working, and then: The reque...
In the realm of database management, data integrity and consistency are paramount. Database transactions and ACID properties help us achieve this. Let's first understand what a transaction is, and then we will explore ACID properties. What is a Trans...

I was faced with an issue when one of our core service was not scaling well. This cronjob was responsible for communicating with multiple modules (services) to gather necessary data, combine it, and save to the database. Data includes company data, f...
