Deployment

OpenClaw v2026.7.1-1 release addresses five critical fixes improving system stability and reliability. Key improvements include fixing Codex progress replies to complete full turns, repairing Memory Core startup conflicts, handling WSL permission errors gracefully, recovering from legacy migration issues, and resolving managed plugin update problems. These fixes prevent fatal restart loops, enable proper error recovery, and ensure smooth upgrades across the platform.

OpenClaw v2026.7.2-beta.7 introduces major stability and feature enhancements including state safety with quarantine stores and crash-recoverable snapshots, durable channel delivery across multiple platforms, session rewind/branching capabilities, interactive MCP Apps with dashboards, structured questions and approvals, meeting integration with Teams/Zoom/Google Meet, Wear OS companion app, and guided local inference setup. The release also adds Claude Opus 5 support, native app improvements across macOS/Linux, enhanced memory recall, scheduling with dynamic cadence, Fish Audio speech synthesis, and numerous security hardening fixes.

OpenClaw v2026.7.2-beta.6 introduces major enhancements for state safety, durable message delivery, session management, and multi-platform support. Key features include crash-recoverable data protection with quarantine stores, conversation branching and rewinding, interactive MCP Apps with dashboards, structured questions/approvals across platforms, meeting integration with Teams/Zoom/Google Meet, Wear OS companion app, and guided local inference setup. The release also adds Claude Opus 5 support, native apps for macOS/Linux, enhanced memory management, and improved scheduling with dynamic cadence.

Google ADK Python v2.6.0 introduces significant enhancements for agent development, including per-invocation auth headers for A2A, new evaluation samples, OAuth2 improvements, and telemetry capabilities. Key additions include the ReflectAndRetryModelPlugin for self-healing, OCI Generative AI provider integration, Eventarc Advanced toolset, and ManagedAgent instruction field support. The release also improves CLI functionality with telemetry consent checks, command logging, and enhanced error handling across multiple agent frameworks.

OpenClaw v2026.7.2-beta.5 introduces major reliability and safety improvements including crash-recoverable state management with quarantine stores, durable channel delivery across multiple platforms, session rewind/branching capabilities, interactive MCP Apps with dashboards, and structured question/approval workflows. The release adds support for new models (Claude Opus 5, Kimi K3, GPT Live), native apps for macOS/Linux/Wear OS, meeting integrations (Teams, Zoom, Google Meet), and guided local inference setup. Extensive security fixes address authorization, SQLite data safety, channel delivery persistence, and session lifecycle management.

OpenAI Agents Python SDK v0.19.0 introduces Programmatic Tool Calling, allowing supported models to generate JavaScript for coordinating tools with per-tool caller restrictions and structured outputs. The release adds a public decorators module with a shorter @tool alias, standardizes SDK configuration to accept both typed objects and dictionaries, hardens sensitive logging across all components, and improves compatibility with AnyLLM, LiteLLM, and Chat Completions while preserving session history on retries.

Claude Code v2.1.219 introduces Claude Opus 5 as the new default model with 1M context window and improved pricing, adds network security controls via strict allowlist settings, and enhances subagent nesting capabilities up to depth 3. The release includes fixes for permission handling in self-hosted runners, improved MCP server error reporting, and UI improvements across model selection, workflow sizing, and accessibility features.

Google ADK Python v2.5.0 introduces significant enhancements for agent development, including Cloud Run sandbox execution, MCP server integration, strict input validation, and improved workflow state management. Key additions include Voice Activity Detection support, HITL resumption capabilities, binary document parsing, and enhanced error handling callbacks. The release also addresses security concerns with module blocking, mTLS support, and comprehensive bug fixes across event compaction, model caching, and agent orchestration.

Claude Code v2.1.216 is a maintenance release focused on stability and performance improvements. Key fixes address quadratic slowdown in long sessions, OAuth token handling, file isolation settings, and numerous UI/terminal rendering issues. The release also improves command validation, workflow handling, and background session management across multiple platforms including VSCode and web clients.

OpenClaw v2026.7.2-beta.3 introduces remote coding sessions on cloud workers, native automation capabilities for mobile and headless Linux, safer channel operations with improved Telegram and Signal handling, guided Control UI setup for model providers and channels, and enhanced gateway/session recovery. The release also includes new Linux packaging options (deb and AppImage), external gateway supervision mode, ClickClack integration improvements, and numerous UI/UX refinements across Control UI, including better chat layouts, keyboard shortcuts, and session management.

OpenClaw v2026.7.2-beta.2 introduces remote coding sessions on cloud workers, native automation and mobile capabilities, safer channel operations, guided Control UI setup, improved gateway and session recovery, and enhanced Linux packaging. Key improvements include external gateway supervision, ClickClack integration, Skill Workshop enhancements, and numerous Control UI refinements for better user experience and reliability.

Claude Code v2.1.212 introduces significant workflow improvements including session forking with background execution, enhanced safety limits on web searches and subagent spawning, and automatic background migration for long-running MCP tools. The release fixes critical issues with plan mode command execution, symlink handling, hook infrastructure, and cross-platform compatibility while improving prompt caching and inter-agent messaging efficiency.

Baseplate is a unified backend-as-a-service platform for LLM applications that simplifies the infrastructure needed to build AI-powered products. It provides integrated data management, vector embeddings, prompt versioning, and deployment capabilities through a single API, eliminating the need for teams to build separate datasource integrations, vector databases, and storage solutions. The platform features a multimodal database, spreadsheet-style editing interface, hybrid search capabilities, and an App Builder for prompt iteration and context injection.

Onyx is an open-source chat UI (YC W24) that works with any LLM and provides enterprise-grade features like RAG, web search, MCP, and deep research. Built by the creators of Danswer, the team pivoted after realizing users wanted secure, self-hosted chat interfaces with world-class UX rather than just search. The platform supports RBAC, SSO, and on-prem hosting, with key innovations in context management and model-agnostic tool handling that enable reliable multi-model deployments at scale.

Forge is an open-source reliability layer for self-hosted LLM tool-calling that dramatically improves agentic task performance on consumer hardware. It uses domain-agnostic guardrails (retry nudges, step enforcement, error recovery, VRAM management) to boost an 8B model from 53% to 99% accuracy on multi-step workflows without model changes. The framework addresses the compounding failure problem in local models—90% per-step accuracy yields only 59% success on 5-step tasks—and peer-reviewed results show an 8B model with Forge (99.3%) outperforming Claude Sonnet without guardrails (87.2%).

Claude Code v2.1.211 is a maintenance release focused on bug fixes, security hardening, and performance improvements. Key updates include new subagent text forwarding options, fixes for permission preview character sanitization, auto mode hook decision handling, and credential store synchronization issues. The release also addresses file upload validation, terminal performance, background session management, and cross-platform compatibility issues across Claude in Chrome, VSCode, and various LLM backends (Vertex, Bedrock, Mantle, Foundry).

OpenClaw v2026.7.2-beta.1 introduces remote coding sessions on cloud workers, native automation and mobile capabilities, safer channel operations, guided Control UI setup, improved gateway and session recovery, and new Linux packaging options. The release encompasses 2425 merged PRs with major enhancements to session management, coding agents, security boundaries, and reliability across multiple platforms including mobile, desktop, and headless systems.

Claude Code v2.1.210 is a maintenance release focused on stability, UX improvements, and bug fixes. Key improvements include a live elapsed-time counter for long-running tools, enhanced permission warnings, fixes for isolation and session management issues, and better handling of edge cases in tool rendering and MCP server management. The release addresses 40+ bugs spanning tool execution, UI rendering, file handling, and background worker reliability.

Claude Code v2.1.208 is a major release featuring accessibility improvements (screen reader mode), enhanced vim keybindings, corporate process wrapper support, and extensive bug fixes across session management, file operations, memory optimization, and streaming. Key improvements include better multi-select UI interactions, automatic fast-mode restoration, background agent reliability, and significant performance optimizations reducing CPU overhead and memory usage by up to 79x in edit-heavy sessions.

OpenClaw v2026.7.1 introduces major platform enhancements including new AI models (Claude Sonnet 5, Mythos 5, Meta Muse Spark 1.1), a redesigned Control UI with sessions-first navigation, conversational onboarding via Crestodian agent-loop, offline/spoken mobile chat capabilities, and improved session organization with auto-generated titles. The release also strengthens Telegram/Codex continuity, adds startup/upgrade recovery mechanisms, and expands provider support with ClawRouter for dynamic model discovery and budget management.