Dave Bailey | Tampa Bay Photographer

Tampa Bay Photographer | Real Estate, Branding & Headshots | Capturing homes, humans & local stories | Founder, Tampa Bay Signal → Visual marketing for agents

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

Tampa Bay through light, stories, and signal

I’m a photographer documenting the faces and places that make Florida feel alive.
📷 Portraits & Branding
🌴 Local stories & observations

If you’re into seeing the familiar a little differently, you’re in the right place.

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

@gavinzaentz Claude

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

@Alphaecho207 UGC

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

@recap_david Pulse

[David Roberts @recap_david]

I built a zero-person AI newsletter business that did $2,000+ in revenue last month.

No team. No payroll. No freelancers.

Just 4 AI agents running the entire operation (and I spend less than 4 hours a week on it).

Here's how the system works:
→ A CEO agent sets the vision and orchestrates every hire
→ A Growth Engineer scrapes local news, Reddit, and event venues into a daily JSON database
→ A Content Director reads that database, curates the best events, and writes every Thursday newsletter in my voice
→ A Sales Director fields every ad lead, generates ad creative with nano banana, and closes deals over email
→ All orchestrated through Paperclip AI & powered by Claude Code

Spokane Pulse (my local newsletter) now has 6,662 subscribers and a 47.5% open rate, almost double the industry average.

Local newsletters are quietly printing money. Naptown Scoop does $320K/year. Wichita Life clears six figures. The model is wide open in almost every city, especially when building it in an AI-native way.

If you want the full blueprint and step-by-step walkthrough video, Like, RT, and comment "PULSE" (must be following so I can dm you)

I'll send you the exact Paperclip AI company export I use to run Spokane Pulse. You can clone it, swap in your city, and ship.

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

@DeRonin_ ENGINE

[Ronin @DeRonin_]

I automated my content engine and 2 hrs/day dropped to 10 min

[ what’s new in v2 ]:

- 9 platforms scraped while I sleep → 2,000+ topics/day
- a 5-signal scoring brain that filters down to the 10 that matter
- voice DNA writer.. same tone, different structure every time
- a self-learning loop that remembers every approve and decline
- profile DNA — knows exactly what goes viral on MY account

v1 was a brain with no body
v2 has eyes, a filter, and memory + fully automated

Here’s how to build it step-by-step ↓

[ The architecture]:

/content-engine
├── scrapers/ (9 platform scrapers)
├── extension/ (chrome ext for X, linkedin, reddit)
├── ai/
│ ├── https://t.co/JLmuw236QH (5-signal scoring brain)
│ ├── content_writer.py (voice DNA + structures)
│ ├── profile_analyzer.py (your positioning DNA)
│ └── sentiment_analyzer.py
├── publisher/ (export + time slot scheduling)
├── gui/dashboard.py (streamlit command center)
├── ingest_server.py (local server on localhost)
└── data/content_engine.db (everything stored locally)

let me walk you through each layer ↓

LAYER 1: Research engine

9 sources scanned 24/7 (X, reddit, YT, HN, github, trends + chrome ext for reddit and linkedin)
every post you scroll past gets tagged and stored locally

LAYER 2: Scoring brain

every topic scored on 5 signals:
- freshness (0.20)
- velocity (0.25)
- virality (0.25)
- relevance (0.20)
- uniqueness (0.10)

velocity 8+ → forced min score of 7. catches late bloomers that suddenly explode
2,000 topics → top 10 ranked

LAYER 3: Voice DNA writer

not one structure every time. system picks the format:

- short take
- tactical playbook
- QT contrast
- contrarian
- resource drop
- proof post

a voice guardian auto-rewrites anything that fails: lowercase ratio, no hashtags, no corporate words

LAYER 4: Dashboard Streamlit

dark theme. 5 tabs
review queue = tinder for content. swipe approve, swipe decline

LAYER 5: Publishing

no auto-posting. zero account risk
approve → pick a slot (8am / 12pm / 5pm) → exports a .txt → copy / paste / post

also auto-drafts a linkedin version of every approved tweet

LAYER 6: Self-learning loop

every click logged. weekly the system embeds your decline notes and re-tunes the scoring brain

month 1: you approve 30%
month 3: 70% pre-filtered
month 6: 10 min/day

LAYER 7: Profile DNA

analyzes your past tweets. tells you exactly which pillars, formats, and hooks perform best on YOUR account

the scoring brain uses it to prioritize what already works for you

daily run: open dashboard → 10 min reviewing → post 3x → close

total cost: ~$15/month

everything else: local, sqlite, no cloud, no subscription

unfortunately I couldn’t paste in long-form format initial description which was made before

but if this hits 2,000 likes I drop the full build guide with every prompt you need to ship it in claude code

reply "ENGINE" + RT and I'll DM you access to test it (follow me first so I can write)

save this so you don't lose it

[hoeem @hooeem]

https://t.co/2joqSuNU32

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

If you want to test it, comment below.

Curious what patterns it would find for you 👀

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

I put 30 days of my journal into an app I’m building…

and it showed me something I couldn’t see on my own.

↓

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

If you journal and feel like you’re circling the same problems…

You might not need more thoughts.

You might need signal.

↓

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

I've driven around the 'loop' so many times this week...I’m starting to feel like I know Tampa Bay by nervous system, not by map.

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

Headed down US-19 to start the loop.
At some point these roads stop feeling like roads
and start feeling like circuitry.

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

Repetition turns geography into intuition.

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

I’m starting to know Tampa Bay by nervous system, not by map.

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

You learn a place differently when you keep circling it.
Not from a brochure.
Not from a brand guide.
From repetition. From contrast. From miles.

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

The last two days I didn’t just drive around Tampa Bay.
I traced the nervous system of a living region.

[Dave Bailey | Tampa Bay Photographer @davebaileyme]

The more loops I make around Tampa Bay,
the less it feels like a market
and the more it feels like a living organism.