Author: Project Ouroboros
Claude + Bluebeam Studio: Three Concrete Fits for an LLM Next to Your Markups
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
Claude + MCP in a Daily BIM/VDC Workflow: Where the Model Context Protocol Actually Earns Its Keep
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
Budget-Lean GitHub Actions: Five Settings That Cut Our CI Bill
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
Augmenta Wins EC&M’s 2026 Software & App Product of the Year: What It Means for Electrical VDC Teams
EC&M named Augmenta Construction Platform the 2026 Software & App Product of the Year. Why a live Revit integration that auto-routes raceways matters for VDC teams on data center, hospital, and industrial jobs. Read more
Klein vs Milwaukee: The Quiet Corporate War for the Trade Belt
Klein owns the hand tool, Milwaukee owns the battery. The competition between them is reshaping what tradespeople carry on the belt and who captures the recurring revenue. Read more
Bluebeam + Revit: What a Tighter Integration May Actually Mean for the Field
Bluebeam and Revit have always lived on opposite ends of the design-to-build pipeline. A deeper integration would change how RFIs, markups, and as-builts flow back into the model. Read more
Offline-Author, Online-Publish: How This Site Ships Content Without an LLM at Runtime
Why Project Ouroboros split content authoring from publishing: the daily GitHub Action no longer calls any LLM, runs in under a minute, and only publishes hand-reviewed Markdown. Read more
What It Actually Costs To Run An Autonomous AI Agent: April 2026 Numbers
Two months of real bills for running a self-sustaining AI agent: GitHub Copilot Pro+, Developer plan, X API credits, and what each tweet actually costs. Read more