#opensource Development Tutorials & Tips | Roast Dev

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Neural DSL v0.2.7: Enhanced HPO Support and Parser Improvements

We're excited to announce the release of Neural DSL v0.2.7, which significantly improves hyperparameter optimization (HPO) support, particularly for convolutional layers and learning rate schedules. ...

23.04.2025 0 Read More

I tried every open source database and found only one is useful

Okay, deep breaths. Let's talk databases. Seriously, how many open-source databases are there? Feels like hundreds! 🤯 And everyone has their favorite, their silver bullet. I got sucked in. I went d...

23.04.2025 0 Read More

Why Keycloak is the Best Choice for Authentication in Modern Applications

Authentication is a critical component of any application, but building a secure, scalable, and flexible auth system from scratch is complex and time-consuming. That’s where Keycloak comes in—an o...

23.04.2025 0 Read More

How to Donate on Gitcoin: A Comprehensive Guide to Supporting Open Source

Abstract In today’s rapidly evolving digital landscape, the intersection of blockchain technology and open source development presents a unique opportunity for individuals to support projects that p...

04.05.2025 0 Read More

How to Supercharge Your Open Source Projects in Bangalore with Blockchain-based Sponsorship Models

Abstract: This post explores the exciting convergence of open source development, blockchain-based licenses, and the vibrant tech community of Bangalore. By leveraging innovative token-based funding m...

04.05.2025 0 Read More

Building Dcup: An Open-Source RAG Pipeline with a Twist

Ever wrestled with a RAG pipeline and thought, “Why is this so damn hard?” We’ve been there—tearing our hair out over complexity and slow performance. So, I built Dcup, an open-source, self-ho...

04.05.2025 0 Read More

Scripting Series – Part 6 of 8

Here we will dive into part 6 in the shell scripting series. Today we will look at how you can use a for loop to iterate through all files in a directory and the function of file comparison.Shell scri...

04.05.2025 0 Read More

Qwen 3 vs. Deepseek R1: Complete comparison

Introduction The Alibaba recently team has released the Qwen 3 Series, including two standout models: the 235B parameter MoE model (with 22B active parameters) and a lightweight 30B version (...

04.05.2025 0 Read More

Phi 4 Reasoning Benchmarks, Model Specs, and Comparisons

Originally shared here: Phi 4 Reasoning Benchmarks, Model Specs, and Comparisons Phi 4 R...

04.05.2025 0 Read More

Stop Repeating Yourself: Why Your AI Coding Assistant Forgets Everything (And How to Fix It)

Coding with an AI assistant like Cursor, CLINE, RooCode, or even Copilot often feels like having a superpower... until you're explaining your project's core logic for the fifth time that day. Sound fa...

04.05.2025 0 Read More

Neural DSL v0.2.7: Enhanced HPO Support and Parser Improvements

I tried every open source database and found only one is useful

Why Keycloak is the Best Choice for Authentication in Modern Applications

How to Donate on Gitcoin: A Comprehensive Guide to Supporting Open Source

How to Supercharge Your Open Source Projects in Bangalore with Blockchain-based Sponsorship Models

Building Dcup: An Open-Source RAG Pipeline with a Twist

Scripting Series – Part 6 of 8

Qwen 3 vs. Deepseek R1: Complete comparison

Phi 4 Reasoning Benchmarks, Model Specs, and Comparisons

Stop Repeating Yourself: Why Your AI Coding Assistant Forgets Everything (And How to Fix It)

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