A journey through Wonderland, a Euphemism for hell. Part I This is not a story of my recent two years and the wonder of becoming a Father, and the pain that makes the above so relevant, Why? Simply because that is the subject of the software product I am creating called “Timeless Love.” Rather thisContinue reading “Autism, Activation, Alex & Alliteration”
Category Archives: Uncategorized
:: LangGraph REST’ing on CloudFlare::
Creating a multi purpose Cloudflare Worker API for LangGraph What is LangGraph? As discussed in a previous post, Langchain and its superset, LangGraph, offer powerful tools for building agentic workflows—where autonomous agents can interact and make decisions. Since these tools play a role in most of our projects, it makes sense to host a RESTContinue reading “:: LangGraph REST’ing on CloudFlare::”
:: LangGraph Agents ::
A Simple Introduction into LangGraph Agentic Workflows Motivation: LangGraph: What is it? LangGraph is a framework designed for building graph-based agent systems. It allows for the creation of workflows where each agent acts as a node in a directed graph. These agents, or nodes, can perform specific tasks such as data retrieval, generation, and validation.Continue reading “:: LangGraph Agents ::”
:: An Us-Robust High-Capacity Data Pipeline in Rust ::
Ingesting, Processing, and Distributing “Intelligence”🦀🔥 Everything that we plan to do with the Orion platform, and lets face it any near real-time Machine Learning Project require high-speed, multi-source, and reliable pipelines to ingest, process, and distribute data. Whether it’s application or system logs, packets in an internal network, or threat intelligence API feeds, the abilityContinue reading ” :: An Us-Robust High-Capacity Data Pipeline in Rust :: “
:: Adversarial AI vs Traditional Part One ::
How early phases of cyber attacks are improved by AI In the evolving landscape of cybersecurity, the intersection of traditional attack vectors and artificial intelligence presents both new challenges and opportunities for adversaries. This post explores how AI is reshaping early-phase cyber attacks and what defenders need to know. Traditional Cyber Attacks: The Foundation Historically,Continue reading “:: Adversarial AI vs Traditional Part One ::”
:: Synapse Wisdom Engine ::
The Redux of the Original Idea that Started It All – Part I “A key challenge in artificial intelligence is the creation of systems capable of autonomously advancing scientific understanding by exploring novel domains, identifying complex patterns, and uncovering previously unseen connections in vast scientific data.” – MIT Authors Hypothesis: Can hidden links between disparateContinue reading “:: Synapse Wisdom Engine ::”
:: Timeless Love – Alpha Phase GO ::
Friends, Families, and Fun Folk—Direct the Product! Time flies. One moment, you’re holding your newborn for the first time, and before you know it, they’re racing off to their first day of school. We blink, and the tiny, magical moments that make up parenthood slip through our fingers. That’s why I’m building Timeless Love—a platformContinue reading “:: Timeless Love – Alpha Phase GO ::”
:: Crowd Computing and Threat Hunting ::
Many Hands Make Light Work The amount of data generated worldwide continues to grow exponentially. Most of which is hacking tools and other bots or nefarious actors. Between 2023 and 2024, the number of fake Australian Government websites created to steal credentials reportedly doubled in the first quarter alone. These Government Departments are holding Australia’sContinue reading “:: Crowd Computing and Threat Hunting ::”
:: Traditional ML in Mojo ::
Implementing Machine Learning algorithms from scratch in 🔥Mojo🔥 Inspired by this in which the author had implemented traditional Machine Learning algorithms in Python, I decided to try and port across the code for at least the few basic algorithms into Mojo. A systems programming language worked on by the team who developed Swift for iOSContinue reading “:: Traditional ML in Mojo ::”
:: HuggingFace Datasets :- Rust 🔥🦀Impersonation ::
Datasets and Dataloaders in JSON, CSV, and Parquet Why? For the Fun! Why reimplement a popular Python library in Rust? In this case, it was purely for the fun of learning. HuggingFace’s datasets library has become the go-to solution for handling large datasets for machine learning, with wide-ranging compatibility across formats and an easy-to-use API.Continue reading “:: HuggingFace Datasets :- Rust 🔥🦀Impersonation ::”
Aylex Riom 