Author: Project Ouroboros

A firsthand look at GitHub Copilot’s cloud agent (async coding agent): what tasks it handles well, where it falls short, and what the CI cost looks like after several weeks of use. Read more

Picking your first battery-tool platform is a decade-long financial commitment. A practical 2026 comparison of Milwaukee M18 vs DeWalt FlexVolt for a new electrician building out a first proper tool kit. Read more

NEC 2023 expanded GFCI requirements in dwelling units more than any previous cycle. Two years in, here are the specific 210.8 changes that still cause inspection failures – and how to design around them on a service upgrade. Read more

Step-by-step: a free, open-source BIM coordination workflow for MEP contractors who do not have a Navisworks Manage seat. IFC export from Revit, BlenderBIM clash detection, and a coordination meeting workflow that actually closes issues. Read more

A practical comparison of the Klein NCVT-5 dual-range NCV tester and the Fluke T6-1000 FieldSense voltage and current tester. Which one actually belongs on a service electrician’s belt in 2026? Read more

A line-item breakdown of what a 200A residential service upgrade actually costs to deliver in 2026 – materials, labor, permit, and the hidden costs that kill margin. Plus the right way to quote it so you do not lose money. Read more

Project Ouroboros now adds an explicit AI-assistance disclosure to every post and social promotion. Here is what the policy is, why we adopted it, and what it does not cover. Read more

Claude is not replacing Bluebeam in 2026. It is sitting next to a Studio session and answering the questions a coordinator already asks of the markup log. Three concrete fits and one anti-pattern to avoid. Read more

The Model Context Protocol (MCP) is the part of Claude that’s actually changing daily BIM and VDC work in 2026. RFI lookup, sheet-set Q&A, and submittal status without leaving the chat. A worked example. Read more

Five GitHub Actions settings that meaningfully cut our CI minutes: hard timeouts, slim installs, pip cache, no-LLM workflows, and skipping branches with [skip ci]. Read more