MiroFish Releases

This is a maintenance release published on August 30, 2026, succeeding the v2.6.3 update. While detailed changelog information is not included in the snippet, it follows a sequence of stability and documentation improvements.

Aug 30, 2026

This release resolves critical issues with integrated GPU model loading by updating the Airframe dependency to version 0.4.2, which fixes storage-buffer binding limits for GPUs with restricted memory.

Aug 29, 2026

The release introduces comprehensive API documentation by adding OpenAPI and Swagger UI endpoints, enabling developers to interactively explore the full HTTP API contract including various compatibility routes.

Aug 28, 2026

This release consolidates chat templating logic into a single renderer that utilizes real GGUF metadata, significantly improving prompt handling for diverse models while retiring legacy server code.

Aug 28, 2026

A major cleanup release that consolidates the certification pipeline into a 3-box regimen, promotes legacy v2.2 code to main, and removes several legacy engine files to establish Shimmy as a pure Airframe product.

Aug 27, 2026

This is a bug fix release addressing a serialization issue within the MCP (Model Context Protocol) implementation.

Aug 5, 2026

This release introduces an Anthropic Claude LLM2 extension and enhances ASR and TTS systems with model metadata and per-request metrics.

Jul 31, 2026

This release focuses on fixing TMAN command-line arguments, adding custom TTS endpoints, and resolving ASR errors for empty speech segments.

Jul 31, 2026

This release focuses on improving sign-in flows, 2FA take-over logic, and UI interactions, while adding new features for connection longevity, bulk policy migration, and a security questionnaire browser extension.

Jul 29, 2026

A patch release addressing bugs in the sign-in flow navigation and automation creation prompts to ensure smoother user experiences.

Jul 28, 2026

Jul 27, 2026

Hanko v3 introduces native multi-tenancy, allowing a single API deployment to manage multiple isolated tenants with their own user pools and configurations, while maintaining backward compatibility with single-tenant mode.

Jul 27, 2026

This release introduces enhancements to ASR capabilities including Soniox and Aliyun, adds new TTS extensions such as Mistral and Gradium, and improves avatar and connection handling.

Jul 15, 2026

This release introduces the Spatius avatar extension and refines OpenAI Text-to-Speech (TTS) capabilities by limiting support to 24k sample rates. It also addresses stability issues in AssemblyAI ASR routing and Azure SDK configurations, along with general documentation improvements.

Jun 27, 2026

Extended the Public API with an endpoint to update asset profile data and added support for a dedicated OpenRouter model. Improved the account balance management UX by prefilling cash balance and disabled future date selection.

Jun 12, 2026

Upgraded OAuth token authentication infrastructure, implemented extensive security hardening measures (including metadata leakage fixes and stricter XSS prevention), and upgraded TypeScript to 5.9.3.

Jun 10, 2026

Enhanced the admin panel with an auto-refresh feature for the users table and improved localization for German and Ukrainian. Fixed asset profile override logic and resolved mobile UI overlap issues.

Jun 7, 2026

Added support for importing Firebase Scrypt password hashes to enable migration of users from Firebase Authentication while preserving their existing password hashes.

Jun 5, 2026

Implemented an inactivity logout feature that proactively terminates user sessions based on idle time. Added a new timestamp field to track upcoming idle logouts.

Jun 5, 2026

Integrated OpenRouter support for the FetchService and extended country mappings in the data enhancer. Removed deprecated attributes from the portfolio details endpoint response.

Jun 2, 2026