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Notes from the field
· AI Automation · 4 min read
It didn't come for your job. It came for your inbox.AI isn't coming for the decision — it's coming for the hours of triage, dispatch and paperwork that pile up before anyone can make one. Here's why the real work is onboarding, not substitution.
· AI Automation · 5 min read
Prompt, context, harness, loop: the four disciplines behind AI that actually worksMost teams get a burst of value out of AI and then flatten out. That isn't one problem with one fix — it's four different problems, and only one of them is about prompting. Here are the four disciplines, the complaint each one solves, and how to tell which rung you're stuck on.
· AI Automation · 5 min read
Fix it once: why your AI keeps making the same mistakeIf you're correcting the same thing every week, that isn't a model problem — it's that nothing is catching the correction. Here's the habit that turns every fix into a permanent one, and what "gets better over time" honestly looks like.
· AI Automation · 4 min read
Give your AI hands: what it's allowed to touch, and what it isn'tYour AI wrote a perfect follow-up sequence three weeks ago and it's still sitting in a chat window. The gap between advice and work is the harness — what it can read, what it can write, and what it's never allowed to send. Here's how to spec one for a real task.
· AI Automation · 2 min read
AI receptionists for HVAC companies in Midland-OdessaThe hottest days in West Texas are when the phones overflow — and when the most jobs slip to voicemail. Here's how an AI receptionist stops the leak, and the lowest-risk way to start.
· AI Automation · 4 min read
From answers to assets: when to ask AI for a working tool instead of textMost people only ever ask AI for words. But modern AI tools can hand you a working calculator, dashboard, or checklist you can use and share — no developer required. The skill is knowing when to ask for an asset instead of an answer.
· AI Automation · 4 min read
Chat, delegate, or build: the three ways to put AI to workMost teams use AI one question at a time — and wonder why the payoff feels small. The real skill is recognizing which shape a task calls for: a conversation, a hand-off, or a built system that runs without you.
· AI Automation · 4 min read
Teach AI your playbook: SOPs are the new superpowerEvery business has "the way we do things" — living in someone's head. Modern AI tools can now follow a written playbook on demand, which means your best process can finally run without your best person. Here's how to write one the AI can actually execute.
· AI Automation · 3 min read
Stop re-briefing your AI: why standing context beats better promptsIf you find yourself explaining your business to AI for the tenth time, the problem is not your prompting — it is that every conversation starts from zero. Here is how to give AI a permanent brief, and why it changes the quality of everything downstream.
· AI Automation · 4 min read
Getting better results from AI: why your prompts feel generic (and how to fix it)If AI keeps giving you polished-but-useless answers, the tool isn't broken — the conversation is. Here's how operators get consistently better results, plus a 30-minute test to know if AI can handle a task before you trust it.
· AI Automation · 3 min read
Where to start with AI: choosing your first automationMost teams freeze on where to begin — or automate the flashiest thing instead of the most valuable one. Here's a simple way to pick a first workflow that actually pays off.
· AI Automation · 1 min read
Why we rebuilt EdgeFix on Next.jsA short note on moving from a static site to a measurable marketing engine.