OpenTakeoff
AI copilot for construction takeoff (Kentucky-ai)
Built showcase mode for an open-source AI takeoff engine: a narrated, agent-run guided tour that lets non-technical estimators self-train on the product end to end.
Marimo Hackathon
alphaXiv x marimo molab Notebook Competition entries
Interactive marimo notebooks bringing 4 ML papers to life: Transformers Without Normalization, Hierarchical Reasoning Model, Tiny Recursive Model, and RL for Small LLMs.
AI DJ
Deep learning system that learns pro DJ mixing curves
A CNN + Transformer model that learns professional DJ mixing curves and auto-generates track transitions.
AWS MSP Alert Triage System
AI-powered alert triage for managed service providers
AI-powered alert triage and RAG chatbot for MSPs — 90% alert suppression, 40% ticket deflection.
RAG Postgres Chat
Natural-language SQL + RAG over regulatory data
A RAG and natural-language-SQL chatbot over regulatory PDFs and Postgres, with RBAC and PII masking.
MCP Gateway
Enterprise gateway for safe MCP tool access
A plugin-based gateway for safe, observable MCP tool access, with PII detection and security scanning.
n8ndocs
Personal N8N automation guide
A personal guide and workflow reference for N8N automation.
AI Adoption for Developers
A roadmap to understanding AI in the enterprise SDLC
How enterprise software development is changing with AI, and the developer’s shift to becoming a context orchestrator.
Approaching Change in AI Costs
Shifting focus toward cost-optimized AI usage
How to think about the changing cost structure of AI, and how to shift focus toward cost-optimized usage.
MCP Goes Stateless, and Why That Makes Gateways Non-Negotiable
The handshake is gone
What changed in the 2026-07-28 MCP spec revision, why stateless is the right call, and why that makes MCP gateways core infrastructure rather than a niche bolt-on.