Journal

Notes from the build queue

Practical writing on WhatsApp automation, AI voice agents, performance budgets and running an automation audit — from the team that builds them.

Automation
WhatsApp automation that doesn't annoy customers
The difference between a channel people mute and one they buy from is almost entirely sequencing and opt-in hygiene.
28 Jul 2026 · 6 min read
AI Voice
When an AI voice agent is the wrong answer
Voice agents are excellent at reminders and qualification, and genuinely bad at anything emotionally loaded.
11 Jul 2026 · 5 min read
Web Engineering
Performance budgets are a growth lever, not a dev preference
Set the budget before design starts, and the site stays fast without anyone having to argue about it later.
24 Jun 2026 · 7 min read
Operations
How to run an automation audit in one afternoon
You don't need a consulting engagement to find the three workflows costing your team a day each week.
5 Jun 2026 · 4 min read