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Memory: Custom models now save and recall local memory, both during a turn and in the background after it. Background and helper work runs on your custom model too.
claude.ai connectors, plugins and skills: If you're signed in to claude.ai, custom models can use your connectors, plugins and skills. Inference still goes to your own endpoint with its own credentials.
Resume: Conversations on third-party models (custom endpoints, Bedrock, Vertex and Foundry) resume reliably instead of failing a session check.
Tool search
Per account: Each provider account has a switch for deferred tool loading. With it on, Controller's tools load only when the agent searches for them, which saves context. This works with Claude Code, Codex, Pi, OpenCode and Grok.
Per custom model: Turn off tool search for an endpoint that doesn't support it, and that model gets the tools loaded directly. Set this on the Mac or on iPhone and iPad.
Fixed
Steering a running turn uses the thread's current permissions, keeps your draft attachments, and no longer drops queued prompts if the turn ends at the same moment.
Connect hosts no longer stall at startup while a still-valid certificate is near renewal.
Remote devices can create threads and terminals only in folders they're allowed to browse, or in existing projects and worktrees.
Browser uploads refuse protected credential folders whatever the letter case.
Opening a pull request's checkout from the sidebar moves the thread correctly, and commit message previews no longer touch the Git index.
Fixes for Claude Code tool calls from code and server tools showing up in the transcript, Pi sessions losing Controller tools when another Pi thread closes, Mermaid diagram crash recovery, iPhone approval cards after a submission, and several memory leaks in the browser.