MLJAR Studio Changelog

Version 1.0.6

March 26, 2026

Chat deduplication stability and conversational notebook execution hardening

MLJAR Studio 1.0.6 is a stabilization release focused on chat reliability in the Electron app, with stronger websocket/message deduplication and safer conversational notebook execution behavior.

Highlights

Improved websocket/message deduplication to prevent duplicated user prompts and streamed assistant responses
Improved Electron chat reliability where sidebar messages could previously appear multiple times
Tightened conversational notebook execution plumbing to reduce malformed auto-fix loops from parser/sanitization edge cases
Reduced chat-flow instability and made day-to-day behavior more predictable and production-safe

Improved

  • Improved chat reliability, especially in the Electron app, by addressing cases where sidebar messages could appear multiple times.
  • Improved websocket and message deduplication behavior so user prompts and streamed assistant responses are no longer duplicated in normal use.
  • Tightened conversational notebook execution plumbing to reduce malformed auto-fix loops triggered by parser/sanitization edge cases.

Fixed

  • Fixed chat-flow instability caused by duplicate message rendering paths in common usage.
  • Fixed edge-case conversational notebook loops where parser/sanitization mismatches could lead to unstable correction cycles.