Case study · Fantasy football · hands-off automation
A fantasy football team that runs itself
A tool that manages my wife's family-league team every day on its own, checks its own work, and texts us what it did and why.
- For
- My wife's family league
- Built
- A tool that acts on its own
- Business value
- A daily chore handled, with a text saying what changed
The full walkthrough
See it work, start to finish
The problem
What wasn't working
Every year my wife's family runs a fantasy football league. Last season her team got set in Week 1 and never touched again.
Nobody has time to check injury news before every game window. So the team quietly lost points every week to players who weren't even playing.
What I built
The short version
- A tool that checks every player before each game window and fixes the lineup on its own
- Waiver pickups that need more than hype: a player also has to be getting real snaps
- A check after every change that the move actually went through on ESPN
- A text after every run that says what it did and why
How it works
Start to finish
- Step 1
It checks before every game window
Someone ruled out goes to injured reserve, so he isn't wasting a bench spot, and the next best starter goes in.
- Step 2
It's picky on the waiver wire
A player everyone is grabbing also has to be on the field enough to matter before it spends a pickup.
- Step 3
It confirms its own work
After every change it reads ESPN back to make sure the move stuck. If it didn't, it says so.
- Step 4
It explains itself
Then it texts us exactly what changed and why. Most moves happen around 3:30 AM, when nobody is awake to second-guess it.
What was hard
The parts that took thinking
Guardrails first
A tool that acts on its own is only as good as its limits. Her core players can never be dropped, never more than two quarterbacks, only two pickups a week, and one switch turns the whole thing off.
Trust comes from the read-back
Saying "done" is easy. Checking that the change actually happened is what makes it safe to leave alone.
The payoff
What it does for the business
The routine check, done every time
It never forgets, never sleeps in, and never skips a week because it got busy.
Limits you set, enforced
It only makes the moves you allow, so leaving it alone is safe.
You always know what happened
A plain-English text after every run means no surprises and nothing to dig for.
For a business like yours
Where this fits
The football is just the demo. The same shape works for any routine call in a business:
- Reordering stock when it drops below a level you set
- Moving a schedule around when someone calls out
- Chasing an overdue invoice and telling you what it sent
Want something like this for your business?
30 minutes, no pitch. We talk through where this would fit in your business and what it would take.
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