Google’s SKILL.md standard teaches agents to navigate our codebases, but our own human skills are throwing a NullPointerException. Historically, the Android developer ladder was built on "productive friction"—debugging crashes, arguing architecture in PRs, and obsessing over UI jank. AI removes this friction, causing a human-skill atrophy. Juniors now prompt stack traces instead of learning to debug. Mid-levels rely on AI scaffolding, completely missing the architectural "blast radius" intuition. And seniors are mutating from master builders into full-time hallucination auditors. This talk breaks down the ledger of what we’ve gained versus what we’ve lost, and how to intentionally inject "synthetic friction" back into our workflows to prevent our engineering teams from becoming technically hollow.