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Will's Journal

Page 2 of Will's Journal.

This is page 2 of Will's Journal — a later slice of the archive, not the hub.

Writing on AI visibility, automation, agents, and websites — from Spurlock Studios.

Which notes are on page 2 of Will's Journal?

A local shop nameplate in a lime beam beside a dim generic franchise badge. AI Visibility

When ChatGPT names the franchise, not your shop

Run the best-HVAC-near-me prompt panel. If the model names a national franchise, fix corroboration and entity facts — not another blog calendar.

10 MIN
One honest county map scrap and a zip-route stamp — not a stack of city pages. Websites

Three counties, not fifty city pages

State the counties you actually cover on one honest page and route quotes by zip. Spun city doorways teach the wrong map and get ignored.

10 MIN
Phone with one missed-call badge beside an after-hours stamp, amber night light. Automation

Saturday still books — the missed-call rail for trades

A missed-call text-back that routes zip and books a slot beats voicemail and Saturday desk coverage you cannot keep staffed. If a kid is cheaper, say so.

10 MIN
Three stacked frames, one solid, two hollow. Thesis: LONG CUSTOM WEBSITE TAKE BUILD. Websites

How Long Does a Custom Website Take to Build

Custom websites run on discovery, content, integrations, and QA—not design hours. Use planning bands: a week for direction, 1–10 weeks for a scoped build.

29 MIN
A small stack of coins. Thesis: WEBSITE MAINTENANCE COST INCLUDE AFTER. Websites

What does website maintenance cost and include after launch

After launch, maintenance is hosting, deps, CMS, edits, uptime, backups — not new features. Cost depends on stack; use labeled bands, not a fake monthly rate.

30 MIN
Two clipped paper packets. Thesis: SHOULD AGENT ESCALATE INSTEAD RETRYING. AI Agents

When should the agent escalate instead of retrying

Escalate on auth, policy, ambiguous intent, repeated same-tool fail, and money movement. Retry only transient, idempotent tool errors with a hard bound.

26 MIN
A calendar page turning. Thesis: REDESIGN REFRESH REBUILD WHICH NEED. Websites

Redesign vs refresh vs rebuild — which do I need

Refresh when the site looks old. Redesign when conversion dropped on a stack that still works. Rebuild when the CMS or platform lock is the real problem.

35 MIN
A small text-file card with no glyphs. Thesis: AGENT 10 MORE EXPENSIVE THAN. AI Agents

Why is my agent 10× more expensive than the chatbot demo

Agents cost more than the chatbot demo because each tool turn re-bills growing context, schemas, and retries. 10× is a complaint to diagnose, not a statistic.

34 MIN
A violet ring. Thesis: WHO ACCOUNTABLE AGENT ACTS REFUNDS. AI Agents

Who is accountable when an agent acts (refunds, emails, writes)

A named human owns every agent refund, email, and write. Policy gates sit before irreversible tools; the model is not a person and cannot absorb the blame.

31 MIN
Amber node beads on a dark rail. Thesis: DOESN T WORKER CONCURRENCY CAP. Automation

Why doesn’t worker concurrency cap my n8n sub-workflows

Worker concurrency does not cap n8n sub-workflows. Each Execute Workflow child is a new execution the production limit skips, usually on the parent worker.

34 MIN
Amber node beads on a dark rail. Thesis: CONTINUE FAIL HIDE REAL API. Automation

When does Continue on Fail hide real API errors in n8n

Continue on Fail hides real API errors when the node fails but the run stays green. Error Workflow never fires; last-valid data often walks into the next write.

31 MIN
Amber node beads on a dark rail. Thesis: ONE GIANT N8N CANVAS PRODUCTION. Automation

Why is one giant n8n canvas a production liability

One giant n8n canvas is a production liability because debug, credentials, retries, and deploys share one blast radius. Split it with named contracts.

33 MIN

What should I know about this archive page?

What is page 2 of Will's Journal?
Page 2 of Will's Journal is a later slice of the archive, not the hub. The writing is on AI visibility, automation, agents, and websites — from Spurlock Studios.
Where is the first page of Will's Journal?
The first page is the hub at /blog. This URL is a later page of the same journal; previous and next links move through the rest of the archive.
Is this a different journal than the hub?
No. This is the same Will's Journal from Spurlock Studios — page 2 of the archive, after the notes on the first page.