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konradcinkusz/README.md

Hi 👋, I'm Konrad

Backend engineer building .NET systems, AI tools, and developer infrastructure


▶️ Dev Insight    ·    🐦 @dev_insight


I'm a software engineer with 10 years of commercial experience across e-commerce, energy, and enterprise domains. My core stack is .NET, C#, Azure, and microservices - building distributed systems that handle real load on real infrastructure.

When I build something useful and repeatable, I open-source it. Right now that means AI observability platforms, multi-agent developer tooling, and educational .NET content.

I also run Dev Insight — a channel covering C#, .NET, and system design through deep dives, flashcards, and live coding.


🛠️ Open source projects

Below are the open source projects I actively maintain, focused on AI tooling, developer experience, and educational .NET content.

Project Description
architecture-standards An architecture constitution for .NET Aspire on Fly.io and Azure - 15 principles and 17 operational guides, readable as documentation and installable as agent plugins for Claude Code, Copilot and VS Code
agent-eval-bench A spec-first evaluation bench for tool-using agents: 35 YAML scenarios, 313 assertions over the execution trace, a deterministic layer that gates every pull request, and a rubric judge that reports skipped rather than green without credentials
CopilotScope AI coding-session observability - an OTLP collector with a hand-written protobuf decoder, a Postgres store, and a Blazor dashboard that scores session quality rather than token spend, across five assistants
AgentHelm Web cockpit for AI coding agents - drive GitHub Copilot CLI, Claude Code, and Gemini via the Agent Client Protocol with permission policies, audit trail, and git diff review
authservice Standalone auth microservice for ASP.NET Core: JWT with rotating refresh tokens and reuse detection, RS256 with published JWKS, Google/GitHub OAuth with provider-side email verification, multi-tenant organizations, and an append-only audit log
MAF for .NET Engineers Practitioner's guide to Microsoft Agent Framework 1.0 for .NET - agents, tools, MCP, graph-based workflows, multi-agent orchestration, middleware, and hosting, with samples that run against a local model
LangChain, LangGraph and Async Python Practitioner's guide to LangChain 1.x and LangGraph for engineers arriving from .NET - async Python, cancellation, persistence, interrupts, context engineering, and five specified measurement experiments
csharp-flashcards Beamer Q&A flashcard deck covering C# from fundamentals through cloud and leadership topics - built for interview prep, classes, and self-study
agents-and-llms Searchable knowledge base for the Agents & LLMs shorts series - static, search-first page covering basics, foundations, model internals, and agent tooling, with content driven entirely from JSON
bayesian-inference A from-scratch exact Bayesian-network inference engine (Enumeration-Ask, no probabilistic-reasoning library) in C#, wrapped in a Blazor WebAssembly and ASP.NET Core app
black-hole-sim A Schwarzschild black hole raytracer in C#: numerically integrates photon geodesics via RK4 and renders a thin accretion disk, with a console renderer and an ASP.NET Core API
TinyTransformer Minimal educational C# implementation of the Transformer architecture - encoder-decoder, multi-head attention, feed-forward layers, and positional encodings
llm-multi-agent-chess Two LLM-powered chess agents battle through a Streamlit interface with configurable personalities and real-time board visualisation
chess-mas Multi-agent chess in C#, orchestrated with .NET Aspire and Microsoft Agent Framework, with cost tracking against Azure AI Foundry
IberiaFamilyCalculator Interactive Spanish IRPF, autónomos, and payroll calculator - drag sliders, add entities, share the full setup via a single URL
dev-insight Practical coding examples and patterns featured on the Dev Insight channel - C#, .NET, Transformers, SOLID, and more
C# Dictionaries - Deep Dive Deep dive into Dictionary internals - hashing, buckets, collisions, resizing, complexity analysis, and benchmarks

🗺️ Portfolio map

This repository also hosts a data-driven portfolio map: thirty-four repositories, bilingual, with a consolidation analysis and an operating model behind them, rendered as a small static site. See docs/PORTFOLIO-MAP.md for what it is, how it's maintained and how it deploys.


💻 Tech Stack

C# .Net ASP.NET Core Blazor .NET Aspire EF Core Azure Docker Kubernetes MicrosoftSQLServer Postgres OpenTelemetry GitHub Actions Azure DevOps SignalR

📊 GitHub Activity

Mostly AI tooling, educational .NET content, and long-lived open source platforms rather than throwaway demos.

Popular repositories Loading

  1. llm-multi-agent-chess llm-multi-agent-chess Public

    Chess Agent System with LLM lets two configurable LLM-powered chess agents battle through a Streamlit interface that visualizes the board and tracks moves in real time. Configurable personalities, …

    C# 4 1

  2. tiny-transformer tiny-transformer Public

    A minimal, educational C# implementation of the Transformer architecture (encoder–decoder, multi-head self-attention, feed-forward layers, and positional encodings). Perfect for learning how Transf…

    C# 4 1

  3. csharp-flashcards csharp-flashcards Public

    C# Flashcards: a Q&A deck covering C# fundamentals through advanced topics (LINQ, async/await, EF, design patterns, cloud, leadership). Great for self-study, interview prep, or teaching. Auto-built…

    TeX 3 1

  4. DeepDiveInto_CSharp_Dictionaries_presentation DeepDiveInto_CSharp_Dictionaries_presentation Public

    Deep dive into C# Dictionary<TKey,TValue> — a presentation exploring its evolution, internal structure (hashing, buckets, collisions, resizing), complexity, benchmarking, and best practices for cho…

    TeX 3 1

  5. AgentHelm AgentHelm Public

    Web cockpit for AI coding agents; drive GitHub Copilot CLI, Claude Code, and Gemini via the Agent Client Protocol with permission policies, audit trail, and git diff review.

    C# 2

  6. LearningAssistantAPI LearningAssistantAPI Public

    LearningAssistantAPI is a lightweight Python framework for creating AI-powered learning assistants using OpenAI’s API. It helps you build custom tutoring apps with modular services, environment-bas…

    Python 1