Writing

Notes on how things I build work under the hood. RSS

• Retrying paid AI jobs in AFC: what is safe, and what still costs Every layer of a generation service retries. In AFC, retrying stored work is a read. Before the output is stored, a retry can still pay twice. Here is where, and what bounds it. 3 Nov 2026 · 9 min