Construction Worker to AI Director in 2 Years? Here's How

In this episode, we get practical about context engineering, the shift from “prompting” to organizing your info so AI can actually ship work.

Our guest, Robby Higgins (AI Director, Seven Figure Agency; Bridge Ninja), breaks down how voice notes, file-system agents, and projects turn messy ideas into finished deliverables like a 72-minute Airtable rebuild where Claude designed the schema, wrote docs, and migrated data.

You’ll see day-to-day workflows: Apple Notes voice transcription to clean briefs to tasks; Claude Desktop/MCP as a file-manager “AI layer”;

Notebook LM / doc-chatting to learn complex tools fast. Expect real ops wins (one workflow saved ~40 hours/month) without blowing your tool budget.

Steal the prompts and timestamps below to replicate our workflows. (Front-loaded keywords + chapters = better discovery & watch time.)

Timestamps:
00:00 Intro
02:10 From construction to AI director (learning out of necessity)
08:00 Early “talk to code” wins (Apps Script + email automation)
10:22 Docs to dialogue: scraping manuals to master complex tools (GHL, AWS, GCP)
18:58 The 72-minute Airtable rebuild (schema, API, migration, docs)
21:34 Ops use cases beyond marketing (SMB reality check)
22:24 Apple Notes to custom GPT to clean SOPs (saved ~40 hrs/mo)
27:19 The brain-dump habit (80/20 for focus & flow)
28:25 DIY transcription device & auto-workflows (share to auto-transcribe)
36:27 Why context engineering to prompt engineering (info architecture mindset)
38:27 Claude Desktop/MCP: the file-system superpower on Mac
44:14 The OS agent race (Claude Desktop now; Windows Copilot coming)
46:15 How to reach Robby (Bridge.Ninja) + wrap

What you’ll learn:
• How agent-style tools cut planning, research, QA, and ops time.
• A repeatable voice notes to SOPs flow that anyone can run.
• Context engineering: turning chaos into searchable, reusable knowledge.

Like, subscribe, and comment with the ops workflow you want us to test next. New interviews dropping soon.

Resources & Tools Mentioned:
Claude Desktop, Apple Notes transcription, custom GPT SOPs, Airtable (rapid schema + migration with Claude), Notebook LM / chat-your-docs learning loop

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