JPA Mapping with Hibernate- One-to-Many and Many-to-One Relationship

In the previous section, we discussed the One-to-One Relationship Now, let’s look at the one-to-many and many-to-one relationships What Are These Relationships? In JPA, One-to-Many and Many-to-One are two sides of the same coin. A Department can have many Employee records, and each Employee belongs to one Department. In the database, the foreign key (department_id) … Devamını oku

Building a Fully Local LaTeX Thesis Workflow with VS Code and MiKTeX

Screenshot: MiKTeX Console

Why I Didn’t Use Word I tried writing in Word at first. It works fine for small documents, but once the thesis started growing, it became harder to manage. Formatting, figures, and updating the table of contents sometimes caused other sections to shift unexpectedly. Fixing small layout issues was taking more time than actual writing. … Devamını oku

March 13, 2026: AI updates from the past week — CData enhances Connect AI, Gloo AI Studio

CData Software this week announced enhancements to CData Connect AI that bring new capabilities to CData’s managed Model Context Protocol (MCP) platform, adding to connectivity, context, and control — the three pillars required to move AI from experimentation to production. For connectivity, a new Connect Gateway enables AI systems to work with live data from … Devamını oku

Google Researchers Propose Bayesian Teaching Method for Large Language Models

Google Research has proposed a training method that teaches large language models to approximate Bayesian reasoning by learning from the predictions of an optimal Bayesian system. The approach focuses on improving how models update beliefs as they receive new information during multi-step interactions. By Daniel Dominguez

DoorDash Builds LLM Conversation Simulator to Test Customer Support Chatbots at Scale

DoorDash engineers built a simulation and evaluation flywheel to test large language model customer support chatbots at scale. The system generates multi-turn synthetic conversations using historical transcripts and backend mocks, evaluates outcomes with an LLM-as-judge framework, and enables rapid iteration on prompts, context, and system design before production deployment. By Leela Kumili

Article: The Oil and Water Moment in AI Architecture

Have you ever tried mixing oil and water? That is the moment software architecture is entering as deterministic systems meet non deterministic AI behaviour. Architects must anchor intelligent systems in intent, governance and systems thinking. This article introduces the Architect’s V Impact Canvas, a framework for navigating this shift while keeping human trust at the … Devamını oku

Presentation: Beyond the Code: Hiring for Cultural Alignment

Alicia Collymore discusses the critical role of cultural alignment in building high-performing engineering teams. She explains how to move beyond “vibes” by identifying specific attributes in company values and assessing them during coding challenges and system design sessions. She shares practical advice on using interview debriefs, assessment criteria, and “culture add” to drive growth. By … Devamını oku