Trust issue
Need AI, but team won't trust black boxes
Trust requires visible sources and refusal behavior
Advertising operator → AI systems
I spent 18 years in advertising.
Then I learned to code.
I turn media judgment, client pressure, and messy briefs into AI products and operating systems — while writing down what actually works.
4+
Years Learning
512
Blog Posts
4
Live Products
From brief to system
The messy part is the proof.
Advertising taught me to read ambiguity: audience tension, client pressure, channel constraints, and the gap between an idea and something that ships. Now I turn that judgment into AI products and practical systems.
System gap
Too many channels, no shared operating model
Media work needs an operating model, not a prompt list
Prova path
AI capability is real, but the first move is unclear
A coach narrows it to one path, one artifact, one review loop
Review points
Content quality drops when workflow gets automated
Quality improves when workflow has review points
Proof gap
Hard to prove what changed after training
Progress needs observable milestones
Strategy gate
Budget is about to move before strategy is clear
Strategic intelligence comes before execution
Sydney answer card3 sources
Grounded answer
Sources visible before the recommendation.
Source-backed responseCourse access stateLesson 4
Operating model
Module progress turns behavior into practice.
Prova sprintDay 12
Operator / Builder sprint
One useful slice, reviewed while the work is still weak.
Ad operator
Strategy, media systems, and client reality.AI builder
Products that turn judgment into repeatable workflows.Operator systems
Patterns teams can apply as they build.From brief to system
Operator systems
The course teaches what to automate, protect, deepen, and change in the team. Prova is the coach I wish I'd had for operator and builder sprints. Sydney answers from the archive. DIALØGUE turns a topic or PDF into a research-backed podcast with review before audio. STRAŦUM brings 11 frameworks, 9 agents, and progressive learning for strategic intelligence.
Prova
30-Day TrialThe coach I wish I'd had: clearer first moves, real artifacts, and honest review.
Operator and Builder paths turn AI capability into one useful slice, reviewed while the work is still weak.
Ask Sydney
SourcesFor people who already have a specific question and want a fast answer.
Get answers in my voice, grounded in my actual experience and blog posts.
DIALØGUE
Review GatesYour topic. Reviewed first. Then voiced.
Review the outline and script before audio is generated
STRAŦUM
11 FrameworksIntelligence Over Execution
Let nine agents learn from every conversation about your business
Explore the Course
$199AI-Native Media Operations: From Workflow to Operating Model
What to automate. What to protect. Where to go deeper. How your team needs to change.
7 Modules~3 Hours16 Templates
The coach I wish I'd had: clearer first moves, real artifacts, and honest review.
30-Day TrialNo Card Required
See ProvaStart here
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Pick the path that matches your current problem, then go deeper only when it earns your time.
Latest Posts
Practical notes on AI, media operations, and building in public
•AI
I Rolled Back 2,724 Lines After One AI Audio Change Broke Production
I pushed what should have been an upgrade to my podcast platform's voice system. Six days and several commits later, I deleted 2,724 lines of code and rolled back to what worked. Here is what happened and what it taught me about testing production AI changes.
·AI
I Rolled Back 2,724 Lines After One AI Audio Change Broke Production
I pushed what should have been an upgrade to my podcast platform's voice system. Six days and several commits later, I deleted 2,724 lines of code and rolled back to what worked. Here is what happened and what it taught me about testing production AI changes.
·AI
I'm Using Claude Code for Everything Else But Coding
Nineteen days after cancelling Claude Max, my pattern has settled. Codex with GPT-5.4 on xHigh took the coding seat. Claude Code with Opus 4.7 on xHigh took every other seat at the desk.
·AI
Two years after my 7 Andrew Ng courses: the 2026 path I'd actually take
People still message me asking if the 7 Andrew Ng courses I recommended in 2023 are the right path today. Short answer: most of them, yes, but with a different roadmap around them. Here is my 2026 update, with per-course verdicts and a forked path for builders and operators.