LLMs-from-scratch Releases

This release addresses a crash issue when pasting content by clamping page margin values and introduces semantic CSS stylesheets to improve code structure.

Jul 30, 2026

This release adds an application timeline history feature, supports editing AI provider models, and fixes several layout issues related to page breaks and PDF rendering.

Jul 28, 2026

This release focuses on comprehensive security hardening, including fixes for SSRF, SQL injection, and IDOR vulnerabilities, while significantly enhancing the Model Context Protocol (MCP) with OAuth support. It also introduces new CLI output modes, Redis TLS support, and an API integration playground.

Jul 17, 2026

This release introduces Cargo (crates.io) as a new package registry type, implements security hardening for authentication and validators, and fixes several API and CI issues.

Jul 13, 2026

This release focuses on bug fixes, specifically resolving a performance regression in the Qwen-Image model by restoring IR op priority and RMSNorm defaults.

Jul 10, 2026

This release expands AI provider support to include Mistral, Cohere, and others while improving cover letter exports and enhancing security through stricter headers and CSP.

Jul 8, 2026

Extends the Application Tracker feature to include REST and Model Context Protocol (MCP) parity, enabling agents to manage job applications end-to-end, including document attachments and AI-powered Copilot actions.

Jul 7, 2026

A major release featuring 285 commits from 112 contributors, focusing on expanding production-ready multimodal serving coverage for TTS, speech, diffusion, and video. It includes significant runtime architecture refactoring, improved hardware support, and alignment with vLLM 0.24.

Jul 6, 2026

Introduces the Application Tracker feature with a dashboard featuring kanban and table views, CSV import, and insights analytics. Also adds Markdown export support and streamlines the resume export flow.

Jul 5, 2026

This release delivers extensive UI/UX improvements including a revamped sidebar with search, enhanced chat streaming visuals, and better knowledge base management. It also adds backend capabilities for RAG progress tracking, new document formats, and agent embedding options.

Jun 26, 2026

This release focuses on performance optimizations for long-thread resumption and fixes for agent signal handling stability. It introduces UI updates for the Studio and resolves a critical authentication bug affecting WorkOS OAuth logins.

Jun 19, 2026

This release introduces a trusted 'system actor' execution model for server-side workflows and agents, enabling background jobs to run with tenant-scoped authorization without JWT requirements. It also adds a SignalProvider framework for declarative signal wiring and updates tool suspension logic to be agent-agnostic.

Jun 12, 2026

This release focuses on backend improvements including HNSW indexes for embeddings and a major refactor of the CLI to an 'agent-first' model. Frontend enhancements include dark mode syntax highlighting and marquee selection for knowledge bases.

Jun 10, 2026

Introduces per-request workspace sandboxes, sandbox continuity for background processes, and a unified 'stream until idle' behavior, while deprecating dedicated *UntilIdle methods.

Jun 5, 2026

Adds support for routing embeddings through the Gateway using specific `mastra/provider/model` identifiers.

Jun 5, 2026

A comprehensive maintenance release including Elasticsearch performance optimizations, Swagger API fixes, OpenSearch driver implementation, and various frontend/CLI improvements.

Jun 5, 2026

Introduces thread-scoped notification signals with persisted inbox, processor state signals for memory-backed threads, and a type-safe MessageFactory component.

Jun 4, 2026

Fixes gaps in the SDP parser and includes improved WebRTC support.

Jun 4, 2026

A beta candidate release for the SIP series crates that refactors the developer API surface for simplicity, focusing on interoperability, performance, and reliability.

Jun 4, 2026

A major update to WeKnora introducing multi-tenant RBAC, new AI embedders, cloud storage options, and significant CLI improvements.

May 21, 2026