Productivity on Recep's Technical Blog

Vibe Coding: Building at the Speed of Thought

Thu, 15 Oct 2026 11:37:00 -0500

From Imperative Syntax to Declarative Intent in Computational Scholarship

Abstract

In the contemporary computational landscape, the primary bottleneck of software creation is migrating from mechanical syntax to conceptual clarity. Coined by Andrej Karpathy, the term “vibe coding” captures a paradigm shift in which natural language serves as a declarative programming interface, with large language models (LLMs) managing implementation, scaffolding, and error triage. For academic researchers, doctoral candidates, and interdisciplinary scholars, this transformation represents both an unprecedented accelerator for scientific tooling and a pedagogical challenge to traditional notions of algorithmic literacy. This article outlines the theoretical foundations, operational mechanics, epistemic trade-offs, and verification disciplines required to wield vibe coding with scientific rigor.

GNU Parallel for Your Terminal Tasks

Mon, 28 Oct 2024 21:18:27 -0500

In today’s fast-paced world, efficiency is key, especially when working with multiple files and processes. Enter GNU Parallel, a powerful command-line tool that can help you streamline your terminal tasks by running them in parallel. In this blog post, we’ll explore what GNU Parallel is, how to install and use it, and some practical use cases that demonstrate its capabilities.

What is GNU Parallel?

GNU Parallel is a command-line utility designed to execute jobs in parallel, leveraging your system’s resources more effectively. Whether you’re converting files, processing data, or running scripts, if you can do it in the terminal, you can probably use GNU Parallel to speed it up. This tool is perfect for anyone who relies on the terminal for their daily tasks and wants to optimize their workflow.

Workshop Checklist

Sun, 13 Oct 2024 05:47:10 -0500

Before

Technical content preparation:
- List all the topics you want to teach and write a few paragraphs for each of them (this way, you can easily use the content in your speech)
Prepare GitHub repository to put all the workshop content there, including:
- Presentation
  - Always prepare extra slides, hands-on exercises, or technical content to deliver during the workshop in case the audience is more experienced or knowledgeable.
- Explanations
- Hands-on exercises
- Use case scenarios
- Future works
Plan the workshop in advance:
- Duration of the workshop
- Date and time
- The flow of the workshop
  - Prepare a script for the workshop (what you will talk about and in what order)
Logistics (arrange room/office, other required things, etc)
Determine the pre-requisites for the workshop and add them to the announcement:
- Bring your own laptop
- Make sure the browser is working
- You should have an account for the HPC system
Announcement (Determine a platform and make the announcement. You can also distribute it through the email list of your institute.)
Prepare a survey and asked them to fill right after the workshop.

During

Welcome users, and make sure they are seated and ready to start the workshop.
Talk to the users and learn more about them while introducing yourself.
Make things interactive. You ask them and allow them to ask you. Learn more about their technical background and determine the pace of the workshop.
Based on the progress, determine the level of knowledge to deliver.
Always measure the interest of audience and change gears as necessary to spark their interest.
Never judge their level of knowledge! –> They are here to learn from you. Be as helpful as possible!
In each workshop, ask them to take notes and give them a few minutes intervally so they can keep up. Otherwise, they’re going to forget!
Always take notes and catch what worked/didn’t work, or what you missed and fix this for the next workshops!
Be conscious of any kind of input from the audience
Give the link of the resources (i.e. GitHub repository) and make sure your audience can access all the resources.

After

At the end of the workshop, deliver the survey information (either qrcode, link, or email them) for feedback. evaluation survey!
Each workshop is a good time for self-reflection and opportunity for your growth.
Consider the feedback results and implement them to the workshop appropriately.