Unwitty burden of Model Context Protocol (MCP)
With an increasing number of large language models (LLMs) being released, the Model Context Protocol (MCP) is a new standard that aims to provide a …
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How to setup VS Code remote SSH with a jump host?
The VS Code remote SSH extension is great for working on a remote machine but by default it allows for direct access to the remote host. In this short …
Understanding Markov Decision Processes (MDPs)
Markov Decision Processes (MDPs) are a mathematical framework used to model decision-making problems and are at the heart of reinforcement learning. I …
Imperial College Machine Learning - Neural Networks
There has been a lot of buzz surrounding neural networks in recent years with achievements made throughout various domains such as computer vision and …
Wishoom: Engineering a system to send messages to the universe
As part of a charity project, I was recently involved in building a platform to send messages to the universe using lasers. It turned out to have a …
How to use Caddy server certificates for non-http traffic?
Caddy server is a great web server for securing connections automatically using TLS. But it is geared towards HTTP traffic. If you have other services …
How to Setup Grafana and Prometheus with Docker Compose?
With a single docker-compose file, you can setup Grafana and Prometheus to monitor your infrastructure. It is easy to setup and maintain.
Breaking Down Code vs No Code
Should you use no-code platforms for your next project? Here is my experience building a weekend project using no-code and my thoughts on it.
The Spaghetti Code Behind the AI Boom
How much of the AI technology is built on glued together Python code?
Using Vector Databases Beyond Text and Images
Vector databases have been on the rise as a long term storage option for large language models. Beyond the common use cases, there are some …