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02 / AI

The final frontier

I've been in tech long enough to know when something changes everything. Not hype-changes. The kind that makes you look back five years later and realize the whole game shifted while most people were still debating whether it was real. AI is that shift. And I'm not interested in watching it happen from the sidelines.

For the first time in history, anyone can be a creator.

AI doesn't just give you a tool. It gives you the ability to build, ship, and execute at a level that used to require a full team, a budget, and years of specialization. That's the most powerful shift I've seen in my lifetime. And most people still haven't fully registered what's happening.

What I've Learned

01 AUTOMATION · WEB

Web Scraper

Problem A client needed pricing data from 200 product pages, and copying it by hand would've taken hours.

Solution Point it at the pages once and get clean, structured data back in seconds, ready to use.

Pulls structured data from any single page. Point it at a URL, define what you want, and it returns clean, usable output. Works across pricing pages, directories, product catalogs, and anything publicly accessible.

web-scraper · run
titlepricerating
A Light in the Attic£51.77
Tipping the Velvet£53.74
Soumission£50.10
Sharp Objects£47.82
… 46 more rows
✓ 50 rows → books.csv
02 AUTOMATION · WEB

Web Crawler

Problem Scoping out a client's entire site before a pitch meant clicking through every page by hand.

Solution Drop in one URL and the whole site gets mapped and pulled together in a single run.

Maps and extracts an entire site in one run. Rather than hitting one page at a time, the crawler follows links, builds a site map, and pulls content at scale. Built for research and competitive intelligence.

web-crawler · run
barchart.com /pricing /docs /blog/* /docs/api /docs/guides ✓ 128 pages → pages.json
03 AGENT · OUTBOUND

Lead Finding Agent

Problem Finding local business leads meant paying for a database or scrolling Google Maps one listing at a time.

Solution Fresh, deduplicated leads by sector and location land straight in ClickUp automatically, at no cost.

Finds businesses by sector and location using open map data, deduplicates against what already exists, and creates a structured task for every new lead. Zero paid databases. Zero manual prospecting.

lead-agent · run
New leads · dentists · Austin, TX
Bright Smile Dentalnew lead
Oak Hill Dentistrynew lead
Zilker Family Dentalnew lead
✓ 38 leads → ClickUp
04 AGENT · CONTENT

Blog Writing Agent

Problem A well-researched, defensible blog post used to eat a full day of drafting and fact-checking.

Solution It researches from multiple angles and verifies its own claims, so the draft ships ready to publish.

Takes a topic or brief and produces a full, structured blog post with built-in rigor. Research runs through multiple expert lenses, every claim gets tested, and contradictions surface before publication. It's the foundation that keeps this whole pipeline, including repurposing, out of AI-slop territory. Output that used to take hours of fact-checking now ships ready to defend.

blog-agent · run
Why on-chain GTM is different
1 · Distribution is permissionless
✓ 1,240 words → draft.md
05 AGENT · CONTENT

Content Repurposing Agent

Problem One good idea meant writing it three separate times: a LinkedIn post, an X thread, a newsletter blurb.

Solution Feed in one finished draft and all three versions get generated for you automatically.

Takes a piece of long-form content and reformats it for every channel automatically. Plugs straight into the blog agent's output, so one finished draft triggers a full repurposing run: a LinkedIn post, a thread, a newsletter section, with no manual step in between.

repurpose-agent · run
draft.md
inLinkedIn post
𝕏Thread · 7 posts
Newsletter section
✓ 3 assets generated
06 TOOL · FINANCE

Macroeconomic Dashboard

Problem Getting a real read on the market meant checking half a dozen sites for rates, inflation, and positioning data.

Solution One live dashboard pulls all of it into a single view, refreshed whenever you need it.

A data pipeline pulling from the Federal Reserve, financial markets, and CFTC positioning reports. Tracks rates, inflation, employment, yield curves, and cross-asset flows in a single live view. Free data, refreshed on demand.

macro-dashboard · refresh
fed funds4.25%
cpi yoy2.9%
2s10s curve+38bp
flowsrisk-on
✓ live view refreshed

Want AI leverage that actually ships?

Tell me where your team is bottlenecked. I'll map the workflow worth automating first.

Get in touch
AI AI