The irritation
Fantasy leagues have rich private history and vocabulary, suggesting a tool could turn raw activity into commentary that actually sounded like the league.
ExperimentRetiredRetired
League Lingo
A retired fantasy-league language experiment preserved as an honest record of why a clever concept did not become a lasting product.
- Current state
- Retired — Retired
- Jack’s role
- Concept, AI experimentation, Development
- Find it in the workshop
- Archive Yard · Fantasy pennant marker
Built because…
The real build story.
What I built
I experimented with league data, generated language, and a product surface for transforming weekly events into personalized writing.
The hard part
Generic generated banter is easy; context-aware writing that remains accurate, specific, varied, and worth returning to is considerably harder.
Under the casing
Proof, not decoration.
Build evidence02 items
- A working league-language experiment
- A public article documenting the project and its outcome
- Fantasy sports data
- Language models
- Web application
Scope of work
What I owned.
- Concept
- AI experimentation
- Development
No victory-lap math
Outcome and lesson.
Where it landed
League Lingo retired instead of being presented as an ongoing product. Its most useful output is a clear failure story and reusable language-system lessons.
What stayed
Adding AI does not remove the editorial problem. Without strong context and a repeatable reason to return, novelty expires quickly.
Field notes
This project has a physical address.
In the playable workshop, League Lingo lives in the Archive Yard as a fantasy pennant marker. You can inspect it without unlocking anything.