Thechrismarrano

Thechrismarrano

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Contact information, map and directions, contact form, opening hours, services, ratings, photos, videos and announcements from Thechrismarrano, Public Figure, 506 SW Federal Highway, Stuart, FL.

05/29/2026

The workflow function is crazy. It built out a plan to launch 63 sub agents to audit a number of different functions within my agent workforce to find any gaps, vulnerabilities improvements, database issues, etc.. what it found was actually really really valuable. The question is was the 4.2 million tokens worth it? I’ll report back next week once we make these updates.

05/28/2026

Opus 4.8 just came out and I’m already seeing a massive difference in both the reasoning, the explanations, the rationale and the results that I’m getting back. The future is looking crazier and crazier as these new models continue to roll out.. if you have any questions, shoot me a DM

05/21/2026

Please don’t fall for the highest volume lowest cost magic trick that Facebook is trying to pull on everybody. This year, especially the highest volume seems to be the lowest performing out of every campaign. We manage, especially over the last few weeks. Big caps are continuing to run that 50 to 70% utilization of the budget and scaling almost daily.

05/12/2026

Stop wasting your ad spend on a leaky bucket.

Scaling a brand isn't just about how many new customers you can acquire—it is about how many you can keep.

Many brands think their ads are failing when, in reality, their backend systems are non-existent. If you don't have a robust post-purchase flow and a strategic win-back sequence, you are leaving your hardest-earned money on the table.

Your backend is what makes your front-end spend sustainable. Until you plug the holes in your customer lifecycle, you are just subsidizing Meta’s profits instead of your own.

Ready to plug the leaks?

Comment BACKEND and I will send you the template we use to audit brand retention.

05/11/2026

Is your $15k/month agency retainer actually worth it?

The efficiency gap is widening. Today, a 26-year-old with an AI-first mindset can wire up the operations that used to require a full-service team.

Reporting, creative briefing, and customer service can now be handled by one in-house operator. This is not a theory, it is already happening.

The future belongs to those who build systems, not those who hide behind high retainers.

The clock is ticking.

Comment OPERATOR to see how to stay ahead of the curve.

05/10/2026

Stop managing people. Start managing agents.

If you are still hiring four humans to do work that one operator and an AI could handle, you are falling behind.

An AI operator doesn't just use AI; they build systems. By wiring Claude into Shopify, Meta Ads, and Slack, they create a seamless flow of data and actions that runs 24/7.

This is how you scale a $5M brand with a lean team. You automate the repetitive tasks and save your brainpower for high-level strategy.

Want the blueprint for your brand?

Comment BUILD and I will DM you our internal agent map.

05/09/2026

iOS is not your problem. Your strategy is.

I’ve audited over 80 DTC brands this year, and the ones struggling with rising CPAs all say the same thing: “It’s the iOS updates.”

But after looking under the hood, I found the same 3 issues every single time and none of them were Apple’s fault:

1. Creative Fatigue: Using the same 3 angles since last summer.
2. Stagnant Offers: The offer hasn’t evolved since the initial launch.
3. Outdated Retention: A post-purchase flow that hasn’t been touched since 2023.

If you’re still blaming the platform, you’re missing the profit.

Want to see where your leaks are?
Comment AUDIT and I’ll send you the exact 3-point checklist we use to fix these gaps.

Photos from Thechrismarrano's post 05/09/2026

Prompts aren't docs. They're code. Treating them like markdown almost broke prod.

True story.

For a year, every agent prompt in my codebase lived in PROMPTS.md files. Loaded at runtime. Versioned in git. Looked clean.

Friday. 5pm. Production. Mia silently started missing campaigns.

Cause: someone edited PROMPTS.md, dropped a section header. The loader returned an empty string. No type error. No build failure. Just bad output, all weekend.

That's when it clicked:

If a model reads it at runtime, it's code.

Code needs:
✓ types
✓ tests
✓ PR review
✓ version pins

Markdown gets none of that.

I migrated every prompt to TypeScript:

export const MIA_PROMPT = `
You are a senior media buyer...
` as const;

Imported. Typed. Diffable. PR-reviewed. Breaks at build time, not 5pm Friday.

The rule I now live by:
→ If a model reads it, it's code.
→ If a human reads it, it's docs.
→ Never the same file.

This one rule killed an entire class of bugs.

4 more lessons from running an AI agency — plus the post-mortem template I now use after every incident — are in my Skool.

🔗 Link in bio.

Photos from Thechrismarrano's post 05/09/2026

My media buyer used to spend 90 minutes every morning on data pulls. Mia does it in 4.

Here's the routine she replaced:

Open 8 ad accounts → pull yesterday → compare to 7-day baseline → identify pauses + scales → write a Slack update → repeat. Brain fried by 10am.

Mia's prompt has 4 jobs:
1. Pull yesterday + prior 7-day baseline
2. Diagnose every active campaign
3. Recommend pause / scale / bid adjust
4. Post to Slack with [Approve] [Override] buttons

She queries Supabase directly — performance_daily, creatives, accounts. Zero Meta API calls at runtime. A 5am cron syncs the data; Mia reads from the warehouse at 8am. Fast. Deterministic. No rate-limit drama.

The buyer's job didn't disappear. It changed.

Old job: analyze
New job: approve

She reads Mia's recs, hits Approve or Override. 4 min per client. Same decisions. Fewer mistakes (Mia doesn't get tired at 9:45am).

What did 86 min/morning unlock? Creative briefing. Competitor research. Strategy calls.

The work humans are actually good at. The work that compounds.

Mia's full prompt + Supabase schema + the Slack action-button setup are inside my Skool.

🔗 Link in bio.

05/08/2026

Two brands. Both hitting $5M/year.
But their bank accounts look completely different. Why?

Brand A: 4 people doing manual data entry, triaging tickets by hand and building reports from scratch.
Brand B: 1 operator + Claude AI.

The result? Brand B is netting 18 points more in profit.

Efficiency isn't just about working harder; it’s about working smarter with the right AI systems. By 2027, the gap between traditional ops and AI-powered brands will be brutal.

Which side are you on?

Comment OPERATOR and I’ll send you the playbook for becoming Brand B.

Photos from Thechrismarrano's post 05/07/2026

If you're sending every task to Opus, you're lighting money on fire.

I was spending $100/day grading creative for ONE client. Unsustainable.

The fix: a 2-tier agent pattern.

Junior (Gemini Flash): reads every ad. Tags concept. Scores confidence. Cheap. Fast. Dumb on edge cases.

Senior (Claude): only sees the ~12% Junior flagged. Reads the reasoning. Makes the final call.

Junior triages. Senior decides.

The result:
- Cost: $100/day → $9/day (-91%)
- Latency: 4 hrs → 22 min
- Accuracy: ↑ (Senior catches what Junior misses; Junior catches what humans skim past)

The bonus: every Senior/Junior disagreement gets logged. I use those to retrain Junior's prompt every Sunday. The system gets smarter while I sleep.

This pattern works for ANY classification job: ad review, support tickets, lead scoring, document triage. Anywhere you'd think "I need Opus on this" — you don't. You need a cheap classifier and a smart escalator.

6 more patterns like this — including the actual Junior + Senior prompts I run in production — are in my Skool.

🔗 Link in bio.

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506 SW Federal Highway
Stuart, FL
34994