Otōto 2.8.1 Otōto released version 2.8.1, adding per-question prompt cache isolation via cache_salt after a 27 September incident in which the project's vLLM server shared prompt cache held wrong data for part of Otōto's instructions and every question reusing it failed until a restart. The release also requires a tool call when the small model answers its first turn in prose, runs file-inspection shell commands (grep, cat, sed -n, ls, find) as Otōto's own tools, caches compiled plugins under a user-specific key at ~/.config/ototo/cache.key, and attaches the Claude account e-mail to collected counts unless user.email= is set in otlp_attributes. - Fewer wasted turns. The small model sometimes answered its first turn in prose "no repository was provided" or called Claude Code's tools by name. Now a prose answer is asked again with a tool call required on servers that allow it , shell commands that only look at files grep , cat , sed -n , ls , find run as Otōto's own tools, and a search that finds nothing says why and which kinds of file the repository has. - Safe from a model server's stale cache. On 27 September our vLLM server's shared prompt cache held wrong data for part of Otōto's instructions, and every question that reused it went wrong until a restart. Each question now keeps its own cache on the server cache salt , and ototo doctor checks whether a server's cache answers as a fresh request would, and says to restart it if not. - Running your own vLLM? vllm/README.md in this package has the flags we run, a chat template for coding clients Qwen's own, plus what those clients send that Qwen's refuses with a script that checks it, and what to do when the prompt cache goes bad. - Plugins, sealed. Compiled plugins are cached with a key of your own ~/.config/ototo/cache.key , made on first use , so code put in the cache by anything else is compiled over, never run. The first start after upgrading compiles them once, in about a second. - Reporting: if your team collects Otōto's counts, they now carry your Claude account's e-mail, as Claude Code's own do, so the dashboard shows the two side by side per person without any setting. user.email= in otlp attributes sends none, and ototo doctor says which address goes out. - For organisations: ototo managed --install run twice no longer loses the backup of the original settings, and ototo doctor no longer gives managed users advice they cannot take.