Migrate an OpenRouter integration safely with a requirements matrix, five-step canary, Python test, streaming and usage checks, and rollback rules.
How to Migrate an OpenRouter Integration to Another API Gateway
Migrate an OpenRouter integration safely with a requirements matrix, five-step canary, Python test, streaming and usage checks, and rollback rules.
A forward pass over five tokens costs about the same as over one. That gap is the entire speedup, and MTP is how the model drafts guesses to fill it.
Why acc and acc_norm disagree in lm-eval-harness: log-likelihood length bias, byte-length normalization, and when each multiple-choice metric lies.
How Solon AI agents remember users across turns, servers and restarts - ChatSession, AgentSession, pluggable InMemory/File/Redis backends and windowed history.