systems-engineering

Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.

The latest incremental release of SysML v2. Start here.

First Principles Framework (FPF): Pattern language and core specification for admissible action in problematic engineering, research, and mixed human/AI work.

What to Read to Learn More About DevOps

Pilot implementation of the SysML v2 textual notation and visualization

Wind Plant Integrated System Design and Engineering Model

⚙️ System Engineering and Devops training module

Proof-of-concept pilot implementation for the Systems Modeling API and Services.

A Python package for the Systems Modeling Language (SysML) for Model-based Systems Engineering (MBSE) applications

A polemic on software design

Recipes for using the SysML v2 API

A divide-and-conquer wiki of system-design skills for Claude Code — reason about scalable systems, don't memorize architectures.

A neuro-symbolic runtime architecture (DIR) for Responsibility-Oriented Agents (ROA). By decoupling probabilistic LLM reasoning (User Space) from deterministic execution (Kernel Space), it ensures safe, invariant-driven, and auditable AI autonomy.

Design Structure Matrix Editor - An application for editing and designing Design Structure Matrices (DSM)

Java EE 7 Petclinic

Matthew Kolakowski Learning Journey with Articles on Time Series Analysis, Machine Learning, Python Programming, and Systems Engineering.

A .NET implementation of the OMG SysML2 specification

A curated list of resources for ML Systems Engineering - hardware, compilers, distributed training, inference, and production operations.

Engineer specializing in distributed backend architectures, embedded systems, firmware development, and production-grade software design. Builds efficient, fault-tolerant systems with a focus on scalability and long-term maintainability.

The Specification for the System Architecture Framework (SAF)