The Gate We Closed on an Undefined Stat
PlayerGem closed a gate on a stat it had never formally defined — and the gap between what we thought we were measuri...
Read itLatest Articles
The Gate We Pass on Days the Corpus Feels Thin
PlayerGem's thin-corpus gate: how the shop decides when a player's history is too shallow to score, and what it cost ...
Read itThe Gate That Changes With the Checker
PlayerGem's availability gate produced different outcomes depending on who ran it last — a consistency problem the sh...
Read itThe Gate We Pass First: Cheapest to Check
PlayerGem's first gate filters candidates by confirmed availability — the cheapest check in the sequence and the one ...
Read itThe Gate We Apply Last Because It Hurts
PlayerGem's final disqualification gate rejects candidates with strong corpus entries — and why applying it last, not...
Read itThe Gate Built for One Sport, Applied to Four
PlayerGem built a participation gate for basketball, then stretched it across baseball, hockey, and soccer — and docu...
Read itThe Off-Season Problem Nobody Warns You About
PlayerGem's gates assume an active season. When the off-season arrives, the disqualification logic breaks in ways tha...
Read itAvailable Is Not the Same as Expected to Feature
PlayerGem's second gate — distinguishing a player listed as available from one the coaching staff actually intends to...
Read itWhy We Refuse Anything Already Underway
PlayerGem's gate on in-progress events: why the shop refuses to score any candidate once play has started, and what t...
Read itThe Gate That Leaked for Eight Days
A single upstream change quietly narrowed our entire candidate pool to two categories, both of which were ineligible. Nothing alerted.
Read articleA Filter That Was Silently Rejecting Everything
The opposite failure to a leak, and much harder to see: a gate that stopped letting anything through and looked exactly like a quiet week.
Read articleMost Candidates Should Die Before You Score Them
The scoring gets all the attention and does the least work. Almost everything that matters happens in the disqualifications before it.
Read articleAll The Articles
- The Gate We Closed on an Undefined Stat
- The Gate We Pass on Days the Corpus Feels Thin
- The Gate That Changes With the Checker
- The Gate We Pass First: Cheapest to Check
- The Gate We Apply Last Because It Hurts
- The Gate Built for One Sport, Applied to Four
- The Off-Season Problem Nobody Warns You About
- Available Is Not the Same as Expected to Feature
- Why We Refuse Anything Already Underway
- The Gate That Leaked for Eight Days
- A Filter That Was Silently Rejecting Everything
- Most Candidates Should Die Before You Score Them