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Thoughts, tutorials, and insights about software development, AI, and technology.

Enhancing AI-Powered Development with Custom Cursor Rules

Enhancing AI-Powered Development with Custom Cursor Rules

This blog post is a quick explanation of my cursor rules files.

Developer ToolsCursor RulesAI Coder
DRAFT
Introduction to LLMs šŸ§  and Chatbots šŸ’¬ in Python šŸ

Introduction to LLMs šŸ§  and Chatbots šŸ’¬ in Python šŸ

This blog post serves as an introduction to Large Language Models (LLMs) and chatbots in Python, providing foundational knowledge for building AI-powered conversational agents.

LLMOpenAIAgentChatbotBeyond the Prompt
Beyond the Prompt: Building AI Chatbots & Agents

Beyond the Prompt: Building AI Chatbots & Agents

This blog series, ā€œBeyond the Prompt: Building AI Chatbots & Agents,ā€ guides readers from basic chatbot development to advanced AI agent creation using Python. It covers LLM fundamentals, cloud-based and local models, chatbot enhancements, and multi-agent systems, with each post building on the last for a structured learning experience. šŸš€

LLMOpenAIAgentChatbotBeyond the Prompt
OpenAI Realtime API with WebSockets and WebRTC

OpenAI Realtime API with WebSockets and WebRTC

OpenAI's Realtime API, leveraging WebRTC and WebSockets, enables developers to create dynamic, low-latency, voice-driven applications for real-time interactions.

OpenAIRealtime APIWebRTCVoice InteractionFull-Stack Development
DRAFT
Debugging dotnet microservices deployed in kubernetes, locally.

Debugging dotnet microservices deployed in kubernetes, locally.

This blog post guides full-stack software engineers through the process of locally debugging .NET microservices deployed in Kubernetes, highlighting essential tools and methodologies to streamline the process.

.NETKubernetesDebuggingMicroservicesDevOps
Self-Hosting Supabase: A Guide for Developers

Self-Hosting Supabase: A Guide for Developers

This guide walks developers through the process of self-hosting Supabase using Docker Compose, Coolify, and Nginx, highlighting the benefits of cost savings, customization, and deeper backend understanding while offering practical steps for setup, resource optimization, and security.

Self-HostingSupabaseDockerPostgreSQLCoolify
Building a SaaS with Next.js, Supabase, and Stripe

Building a SaaS with Next.js, Supabase, and Stripe

A guide to building a SaaS application using Next.js, Supabase, and Stripe, showcasing how this powerful stack enables seamless authentication, real-time database management, and subscription-based payments

TutorialNext.jsTailwindCSSWeb Development
Building Agentic AI Applications with CrewAI

Building Agentic AI Applications with CrewAI

A deep dive into creating autonomous AI agents that can work together to solve complex tasks.

AIPythonTutorialCrewAI
Building a Modern Portfolio with Next.js and TailwindCSS

Building a Modern Portfolio with Next.js and TailwindCSS

A guide to creating a fast, responsive, and beautiful portfolio website using Next.js 14 and TailwindCSS.

TutorialNext.jsTailwindCSSWeb Development
Running Open-Source LLMs Locally with Ollama and 4-bit Quantization

Running Open-Source LLMs Locally with Ollama and 4-bit Quantization

A practical guide to running powerful language models on your own hardware using Ollama and 4-bit quantization techniques.

AILLMOpen SourcePythonTutorial