Satellite Is Launching Soon 🚀
Say goodbye to bloated deployment pipelines and fragmented UI tooling. Satellite—the latest release from snakeNet.io’s Project COSMOS—is a lean, all-in-one GitOps deployment platform. Built on FastAPI and Vue 3, Satellite packs request validation, OIDC authentication, and a sleek web portal into a single deployable container. Production-grade deployments just got simple.
From IRC Scripts to Silicon Minds: 15 Years on the Bleeding Edge of AI Agents
The modern discourse surrounding Large Language Models (LLMs) and autonomous agents often treats AI-driven automation as a sudden paradigm shift. However, for those who have spent over a decade architecting embedded systems, edge computing platforms, and human-machine interfaces (HMIs), the current landscape represents an evolutionary leap in system autonomy rather than an isolated anomaly.
This paper outlines the transition from rule-based script automation (circa 2009) to current multi-modal LLM orchestration. Drawing from real-world execution across hardware design, robotics engineering, and product leadership, it provides a critical analysis of developer experience (DX), systemic risks of abstraction, and strategic principles for deploying AI agents in high-stakes operational environments.
From IRC Scripts to Silicon Minds: 15 Years on the Bleeding Edge of AI Agents
The modern discourse surrounding Large Language Models (LLMs) and autonomous agents often treats AI-driven automation as a sudden paradigm shift. However, for those who have spent over a decade architecting embedded systems, edge computing platforms, and human-machine interfaces (HMIs), the current landscape represents an evolutionary leap in system autonomy rather than an isolated anomaly.
This paper outlines the transition from rule-based script automation (circa 2009) to current multi-modal LLM orchestration. Drawing from real-world execution across hardware design, robotics engineering, and product leadership, it provides a critical analysis of developer experience (DX), systemic risks of abstraction, and strategic principles for deploying AI agents in high-stakes operational environments.
Satellite Is Launching Soon 🚀
Say goodbye to bloated deployment pipelines and fragmented UI tooling. Satellite—the latest release from snakeNet.io’s Project COSMOS—is a lean, all-in-one GitOps deployment platform. Built on FastAPI and Vue 3, Satellite packs request validation, OIDC authentication, and a sleek web portal into a single deployable container. Production-grade deployments just got simple.
snakeNet.org Returns!
After years in dark mode, snakeNet.org is officially back with Project COSMOS—a community-first ecosystem pairing lightweight Docker GitOps with AI-driven vector databases and autonomous web intelligence. Ditching corporate bloat to bring the fun back into engineering, snakeNet returns to its open-source roots to build simple, powerful tools for developers who love owning their own tech.