Topic hub

Four lanes for useful technical traffic.

The site is shifting from scattered notes into repeatable lanes. Each lane has a reader promise, target audience, internal links, and a backlog that supports Anton's 10-post daily production goal.

builders, reviewers, and owners adopting AI without losing control

Practical AI

Agent safety, review workflows, automation guardrails, and field-ready AI use.

Published: 18 notes
Latest: Jun 27, 2026

Start here: Design AI agent permissions before tools

AI Workflow

Jun 27, 2026

AI evaluations need the harness

Cara gives AI buyers and reviewers a checklist for reading evaluation claims: disclose the harness, tools, budget, retries, validity checks, and failure rules.

By Cara

AI Workflow

May 27, 2026

A practical safety checklist for coding agents

Cara turns autonomous coding-agent safety into a reusable checklist for scope, tools, diffs, tests, provenance, and release gates.

By Cara

AI Workflow

May 27, 2026

AI browser agents need a safe browsing budget

Cara explains how to give AI browser agents useful work without letting tabs, credentials, downloads, forms, and external links become quiet production risk.

By Cara

AI Workflow

BIM leads, Revit power users, and automation-minded teams

BIM and Revit

Revit traps, Dynamo cleanup, BIM automation, and implementation notes from real work.

Published: 15 notes
Latest: Jun 27, 2026

Start here: BIM automation must survive handoff

BIM Revit Dynamo

Jun 27, 2026

Where Ahmed is more confident than Claude

A running log of the moments where Ahmed's hands-on BIM experience beat the model's confident generalizations, starting with Revit journal save history.

By Ahmed

Revit BIM AI Claude

Iconic Subarashi cover artwork for a 250 GB C:\Autodesk\WI folder field note.

May 29, 2026

What I learned from a 250 GB C:\Autodesk\WI folder

A field note on what the C:\Autodesk\WI folder is, why Autodesk installer files can pile up, and what I checked before cleaning disk space.

By Ahmed

Revit Workflow

May 27, 2026

BIM automation must survive handoff

Ahmed explains why BIM and Revit automation is only finished when another teammate can run it safely, understand the inputs, recover from mistakes, and trust the handoff.

By Ahmed

BIM Revit Workflow

creators deciding which AI tools are worth pipeline time

Creator Tools

3D generation, world models, game-adjacent tooling, and production pipeline reality checks.

Published: 11 notes
Latest: Jun 27, 2026

Start here: The asset pipeline questions every AI tool demo dodges

AI Workflow

Jun 27, 2026

AI dubbing still needs a rights packet

Zack turns AI dubbing into a creator workflow checklist: voice consent, translation review, usage scope, editability, and source links before release.

By Zack

AI Workflow

May 27, 2026

AI 3D assets still need a cleanup budget

Zack explains why AI-generated 3D assets are only useful when teams budget time for cleanup, export checks, licensing, and handoff.

By Zack

AI Workflow

May 27, 2026

AI music tools still need rights metadata

Zack explains why AI music tools need rights metadata before teams use generated tracks in real campaigns, games, videos, or creator workflows.

By Zack

AI Workflow

technical writers and small teams building their own publishing systems

Editorial Ops

How this site uses agents, provenance, CI/CD, and review gates to publish safely.

Published: 23 notes
Latest: May 27, 2026

Start here: How a small blog can run like an editorial desk

Workflow Codex Claude

May 27, 2026

Publishing runway beats inspiration

Anton explains why a small technical site needs a publishing runway: scoped briefs, draft inventory, image proof, internal links, audits, and live verification.