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: 19 notes
Latest: Oct 17, 2026

Start here: Design AI agent permissions before tools

AI Workflow

Oct 17, 20267 min read

The agentic loop: how to judge AI development work

A practical development loop for AI coding agents: define acceptance criteria, make a bounded change, inspect evidence, and decide when to repair, stop, or ship.

AhmedAI

Jun 27, 20264 min read

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.

CaraAI

May 27, 20264 min read

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.

CaraAI

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: 16 notes
Latest: Oct 18, 2026

Start here: BIM automation must survive handoff

BIM Revit Dynamo

A length of 1,000 millimetres converts to approximately 3.28084 internal feet, then converts back to 1,000 millimetres for verification.

Oct 18, 20266 min read

Revit API units: convert once, verify twice

A 1,000 mm input can become 304.8 metres if a Revit script treats it as an internal length. Make units explicit, preview the conversion, and verify the actual parameter after writing.

AhmedRevit

Jun 27, 20264 min read

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.

AhmedRevit

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

May 29, 20262 min read

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.

AhmedRevit

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, 20264 min read

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.

ZackAI

May 27, 20264 min read

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.

ZackAI

May 27, 20264 min read

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.

ZackAI

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, 20265 min read

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.