SQL: is there a better way to code this?

This article explores the similarities between stored procedures in SQL and functions in Python, highlighting how both serve as reusable units of code designed for efficiency. Understanding these parallels is important for developers who work across different programming environments, as it can enhance their ability to modularize and reuse logic effectively.

Understanding the differences between subqueries, Common Table Expressions (CTEs), and stored procedures is crucial for anyone looking to advance their SQL skills. These components, while similar in their ability to organize logic, serve distinct purposes and can impact performance differently. This knowledge not only enhances a developer's efficiency but also helps in writing more optimized queries, making it an essential topic for both intermediate and advanced database professionals.

Joget has introduced a new feature that enhances workflow tracking by allowing users to monitor activities by their names, such as 'validate request'. This is achieved through a combination of SQL and DataList configuration, making it easier for businesses to keep tabs on their processes. This improvement is significant as it streamlines operations and enhances efficiency, ensuring that teams can quickly identify and address pending activities.

The article discusses ORANGE, a new framework that leverages domain knowledge to improve the translation of natural language into SQL queries. It highlights the advancements made by large language models while addressing the existing semantic gaps in database-specific contexts. By utilizing historical translation logs, ORANGE aims to enhance the understanding of real-world database usage patterns.

MARS-SQL is an innovative multi-agent reinforcement learning framework designed to tackle the challenges of translating natural language into SQL, especially for complex queries. By utilizing specialized agents for schema linking, query generation, and validation, this system enhances the accuracy and efficiency of SQL query creation. This development is significant as it not only simplifies the process for users but also opens up new possibilities for integrating natural language processing with database management, making data access more intuitive.

A new framework called CELEC is revolutionizing the way researchers interact with electronic health records (EHRs) by using large language models to automate data extraction and analytics. This innovation is crucial because it empowers researchers who may not have the technical skills to write complex SQL queries, thereby enhancing the efficiency of data use and promoting scientific discovery in healthcare.

The introduction of SemBench marks a significant advancement in the field of semantic query processing engines, which leverage the power of large language models to enhance data operations. This benchmark not only broadens the capabilities of traditional SQL by incorporating semantic operators but also allows users to interact with multimodal data through natural language. This innovation is crucial as it paves the way for more intuitive and efficient data management solutions, making it easier for users to extract insights from complex datasets.

This article dives into the often-overlooked power of Common Table Expressions (CTEs) in SQL, highlighting how they can simplify complex queries and improve readability. Many developers have faced the frustration of deciphering their own convoluted SQL code, and CTEs offer a solution by allowing for clearer, more manageable queries. This is the first part of a three-part series that aims to demystify CTEs and show their practical benefits, making it essential reading for anyone looking to enhance their SQL skills.

The FTSE 100 has had an impressive run in 2025, but the upcoming Autumn Budget poses a significant risk to its gains. Investors are concerned that potential changes in fiscal policy could disrupt the market's momentum, making it crucial to monitor how these developments unfold.

Commonwealth Bank is facing backlash after being awarded its fourth CHOICE Shonky Award for refusing to refund $270 million in illegal fees to 2.2 million low-income customers on Centrelink payments from 2019 to 2024. While ANZ has refunded nearly $48 million, CommBank has only compensated $25 million to Indigenous customers and has turned down the rest. This situation highlights the disparity in how banks treat their customers, especially those in vulnerable positions, raising questions about corporate responsibility and ethics.

Australia has made a significant leap in technology by opening the world's first commercial quantum diamond factory in Melbourne, backed by $31 million in government funding. This facility by Quantum Brilliance is set to produce lab-grown diamonds specifically for room-temperature quantum computers, paving the way for advancements in specialized manufacturing and technology insurance. This development not only positions Australia as a leader in quantum technology but also opens up new avenues for innovation and economic growth.

If you're an LLM engineer, you'll want to check out these five free must-read books that delve into essential topics like theory, systems, linguistics, interpretability, and security. These resources are invaluable for enhancing your understanding and skills in the rapidly evolving field of large language models, making them a great addition to your professional toolkit.

The Databricks Free Edition Hackathon is an exciting opportunity for developers and students to showcase their creativity in data and AI. By providing free access to powerful tools, Databricks is fostering innovation and collaboration worldwide. This initiative not only empowers participants to explore new ideas but also highlights the potential of data-driven solutions in various industries, making it a significant event for the tech community.

Walmart has kicked off the holiday shopping season by unveiling its early Black Friday deals for 2025, showcasing a variety of discounts on popular items like TVs and headphones. This is significant as it gives shoppers a head start on their holiday shopping, allowing them to snag great deals before the rush. With more than 20 sales already live, customers can expect to find substantial savings, making it an exciting time for bargain hunters.