Offline Vibe Coding with Local LLMs: Tools, Models, and Workflows
Content1 Key Takeaways2 The Best Local Agentic LLMs in September, 20253 Hosting the Models Locally4 Coding with Local Large Language Models5 Conclusion VijonaYesterday at 13:48 Vibe Coding and the Rise…
Advanced Bash Scripting Guide: Automation, Optimization & Linux System Mastery
Content1 Going Beyond Basic Shell Scripts in Linux2 Key Takeaways for Advanced Shell Scripting3 Readability and Maintainability4 Error Handling5 Debugging Techniques6 Leveraging Advanced Shell Features7 Regular Expressions and Pattern Matching8…
PyTorch vs TensorFlow vs ONNX: ML Deployment Guide
Content1 Key Takeaways for ML Tools and Deployment Workflows2 PyTorch: Flexible Training and Research-Oriented Design3 TensorFlow: Production-Ready Framework and Comprehensive Ecosystem4 TensorFlow End-to-End: From Model Development to Deployment5 LiteRT: Lightweight…
Cloud Snapshot Misuse: Costs, Copy-on-Write, and Prevention
Content1 Key Takeaways2 How Copy-on-Write Snapshots Work3 How Snapshot Misuse Happens4 Why Limiting Snapshots and Resizing Matters5 Toward a Fairer Model: Smarter Snapshot Management6 A Note on Drawbacks7 FAQs8 Conclusion…
AI-Assisted Pull Requests: Disclosure & Review Guidelines
Content1 Key Takeaways2 Audience and Prerequisites3 If You’re a Contributor4 If You’re a Maintainer5 A Practical Guide to Disclosure6 Examples You Can Reuse7 Making It Work For Everyone8 Conclusion VijonaYesterday…
Expert Parallelism Explained: Scaling Mixture-of-Experts Models
Content1 Key Takeaways2 What Is Expert Parallelism?3 How Expert Parallelism Works4 Expert Parallelism vs. Other Parallelism Techniques5 Advantages of Expert Parallelism6 Implementation Example7 Use Cases and Applications8 Challenges and Considerations9…
Linux cat Command: View, Merge, and Number Files
Content1 Prerequisites2 cat Command Options3 Display Files Using the cat Command4 Conclusion VijonaYesterday at 8:48 Overview of the cat Command The cat command—short for “concatenate”—is one of the core tools…
Deploy Apache Cassandra on Kubernetes with K8ssandra Operator
Content1 Prerequisites2 Install Cassandra CLI (cqlsh)3 Install Cert-Manager4 Install the K8ssandra Operator5 Set Up a Multi-Node Apache Cassandra Cluster on Kubernetes Engine6 Create the Cassandra Cluster Manifest7 Apply the Cluster…
Set Up Mongoose with MongoDB on a NodeJS Server
Content1 Overview of Mongoose2 Prerequisites3 1. MongoDB4 2. NodeJS and NPM5 3. Initialize the Mongoose Project6 4. Define a Model7 5. Insert Documents into MongoDB8 6. Read Documents from MongoDB9…