eLLMsha v2026.10.13 Patch 7 — Reliable tools & browser control

More reliable tools, more predictable browser actions

Patch 7 includes the previously unpublished Patch 6 improvements.

• Browser control: exact tab targeting, reliable input focus, independent same-URL tabs and explicit errors for closed targets. Background application state no longer causes a false focus failure.
• Dynamic MCP guidance: relevant server documentation accompanies discovered tools; paginated catalogs and changed schemas refresh safely, retaining the last complete catalog after a failed refresh.
• Task continuity: a conversation-local working brief tracks user constraints, corrections and evidence. Guidance distinguishes current architecture checks through CodeGraph/source from historical memory and chat history.
• Model recovery: one bounded retry after an empty response keeps tools available; repeated empty responses report an incomplete task. Orphan tool events now terminate correctly.
• Integration fixes: safer automatic titles, supported Linear image-markup normalization, native empty-field clearing, and isolated evaluation sessions.

Download & install

For macOS Apple Silicon: download the DMG below and replace eLLMsha in Applications. Existing chats, memory and account connections remain in the persistent application profile. ZIP and SHA-256 checksums are also provided.

Ad-hoc signed; not Developer ID signed or notarized. Windows/Linux binaries are not included.

Verified scope

Installed, bounded GPT/Qwen evaluations used independent synthetic fixtures, with actual tool results and native readback. Browser input/lifecycle, MCP guidance/catalog refresh, the synthetic Linear adapter and native field clearing passed. An unchanged Computer Use helper retained access after a cold post-update launch. Automated regression gates and independent reviews also passed.

These assisted checks do not guarantee autonomous model accuracy or eliminate every regression. Tool/config isolation is not an OS sandbox. Future helper identity changes may require renewed macOS permission.

Component patches: AionUI 7 · AionCore 7 · AionRS 4 · Chrome DevTools MCP 3 · Open Computer Use 1.

Full changelog · Verification scope

The installed evaluation was performed on the October 12 candidate. The final October 13 build updates release-date metadata and consumes the committed fork pins. Packaging/signature checks passed; backend and Computer Use helper binaries match the evaluated installation. The final dated build has not replaced that installation.

DMG SHA-256

0885994dba37063c41984052050e3e58ee6f9d155cea1528ecd339c1cfdfa297