Level Up Coding

“Level Up Coding” delves into the intricacies of Python programming, data augmentation for machine learning, and the challenges of enterprise RAG implementations. It explores the importance of understanding the speed of Python, the significance of short-term memory in AI applications, and the utilization of tools like Langchain for conversation history retention. Additionally, it discusses the pitfalls of treating data as static in the realm of generative AI and emphasizes the need for systems to not just read documents but truly understand and interact with dynamic big data.

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Tcl vs. Bash: When Should You Choose Tcl?

Level Up Coding

You can practically use any interpreted language as an alternative to Bash for shell scripting. You just need to call system commands through the specific language’s child process API and write data p...

Turning Images into Pixel Art the Right Way

Level Up Coding

However, in some cases the goal is simply to apply a pixel art style quickly to an existing image. For this purpose, numerous websites offer automatic transformations. The problem…

What the F-35 can Teach us about Writing Safer Embedded C++

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Write Programs in a Safer Subset of a Superset

The Difference Between a Python Script and a Python System

Level Up Coding

Code is not where the finest automation ideas begin. Pain is where they begin. Perhaps it involves manually downloading reports each… Continue reading on Level Up Coding

10 Real-World Automation Projects with Prefect

Level Up Coding

Automation is no longer optional. Python developers often automate tasks using cron jobs, scripts, or heavy orchestration tools like Airflow. But what if there was a simpler, Pythonic way to automate,...

Data Streaming with CDC

Level Up Coding

A Hands-On Guide with SQL Server, Debezium, Kafka, and Spring Boot If you’ve ever needed to react to database changes in real time — syncing data across microservices, building audit logs, or feeding...

Prompt Injection: The SQL Injection of LLMs?

Level Up Coding

For decades, software security assumed a simple rule: programs execute code, users provide data. Large language models quietly broke that boundary. Today, the same text channel carries both instructio...

Silently boost your backend performance with Go 1.26

Level Up Coding

Most developers treat Go updates like a routine chore brew upgrade go , check if the build passes, and move on. Go has built a reputation for being "boring" and that is usually a compliment. It implie...

The “Maggi” Developer is Dead. Long Live the “Biryani” Architect.

Level Up Coding

AI has turned coding into “2-Minute Noodles.” But the companies paying ₹50 LPA are starving for a slow-cooked Biryani. Here is why. Continue reading on Level Up Coding

The Hidden Skill of 2026: Knowing When to Ignore AI

Level Up Coding

Here’s something nobody expected. In July 2025, researchers at METR ran one of the most rigorous studies ever conducted on AI coding assistants. They tracked experienced open-source developers over th...

⏱️ Angular Signals: Debounce & Throttle Workaround

Level Up Coding

Signals are value containers, not streams. They represent the current state at a point in time, so there’s no built-in way to “delay” or “rate-limit” updates. For search bars, autocomplete, or auto-sa...

Claude Code is No Longer the King of Coding

Level Up Coding

Claude Code changed everything. It was the first coding agent that enabled you to generate and review code seamlessly in your terminal with abundant token usage. All at a reasonable price. Nothing els...