Archive · July 2026
Grok 4.5 Was Trained on How You Work, Not Just What You Wrote
Cursor and xAI trained Grok 4.5 on trillions of tokens of developer interactions. What that new dependency means for an architecture office's toolchain.
The Robot That Clicks Your Buttons: Agentic QA and the Architect's Web Tool
A YC startup sells natural-language web testing. Underneath sits Playwright — open source, one install. A hands-on tutorial for AEC studios shipping web tools.
Review of the Week: The Week the Dependency Graph Became a Balance Sheet
PAZ Kaffi week 28 recap: Fable 5's countdown, DeepMind's bottleneck map, Schindler's rented robots and Graphisoft's lock-in — priced from the money side.
Frost climbs the mountain: Spain's shifting freeze-thaw line and the stone you build with
A new Cryosphere study shows Spain's frost weathering is climbing uphill — why alpine rockfall and stone-durability maps are quietly expiring, and the Monday fix.
Windows Are Where My Skin Leaks: Why PAZ Runs a FensterFit Session on 15 July
PAZ Academy's free 30-minute Archicad Power Session on 15 July 2026 tackles window workflows — parametric openings, schedules that update themselves, less rework.
Obsidian: A Local-First Second Brain You Actually Own
Obsidian rebuilds Luhmann's Zettelkasten as plain Markdown files you own. A hands-on PAZ tutorial: clone, link, git-version your studio's knowledge graph.
Carbon fibre leaves the wing: how aerospace composites learn to span and brace
How aerospace CFRP and robotic fibre placement are reshaping structural spanning and bracing — the weight win, the brittle failure mode, and the recovery loop.
Digital Twin: the model that refuses to stay still
A PAZ foundation essay on digital twins for AEC — the strict definition, NASA origins, NEST and Crossrail in practice, plus a four-line Python twin to try.
A Cell Built From Scratch — and the Dependency Graph Hiding Inside It
The first cell built from scratch grows and divides but can't make its own ribosomes. What that single point of failure teaches every AEC office's toolchain.
Grasshopper before Python: the cognitive-load case, taught with PyMuPDF
Why PAZ teaches Grasshopper before Python — cognitive-load theory, then a runnable PyMuPDF script that reads your next tender's text layer in four lines.
