Deployment

OpenClaw v2026.4.1 is a maintenance and feature release introducing chat-native task boards, SearXNG web search integration, Amazon Bedrock Guardrails support, and enhanced channel features (Feishu comments, WhatsApp reactions, Telegram improvements). The release includes significant fixes for task management, execution approvals, session handling, and plugin runtime dependencies, with improved error handling and configuration flexibility across gateways, channels, and agent systems.

OpenClaw v2026.4.1-beta.1 introduces significant enhancements across chat, web search, cloud integrations, and channel management. Key additions include a native `/tasks` background task board, SearXNG web search provider, Amazon Bedrock Guardrails support, and improved Feishu document collaboration. The release also addresses critical fixes for task management, execution approvals, session routing, and channel-specific issues to improve stability and user experience.

Claude Code v2.1.89 is a major release introducing deferred permission decisions for headless sessions, flicker-free rendering, improved MCP connection handling, and numerous bug fixes across tool execution, file handling, and UI rendering. Key improvements include named subagents, enhanced auto-mode permission workflows, and fixes for critical issues like memory leaks, LSP crashes, and prompt cache misses in long sessions.

OpenClaw v2026.3.31 is a major release introducing significant breaking changes to node execution, plugin SDK deprecations, and stricter security defaults for dangerous code scanning. Key improvements include a unified background task control plane, new channel integrations (QQ Bot), enhanced Matrix/MCP support, and security hardening across gateway authentication and node command execution. The release emphasizes safer defaults while expanding platform capabilities for agents, channels, and integrations.

OpenClaw v2026.3.31-beta.1 introduces significant breaking changes to node execution, plugin SDK deprecation, and stricter security defaults for plugin/skill installation. Key improvements include unified background task management with flow control, expanded channel support (QQ Bot), enhanced MCP capabilities with remote HTTP/SSE servers, and security hardening across gateway authentication, node commands, and event handling. Multiple channel-specific enhancements (Matrix, LINE, Teams, WhatsApp, Slack) and provider integrations (OpenAI Responses, Pi Codex, TTS diagnostics) round out the release.

OpenClaw v2026.3.28 is a major release featuring breaking changes to Qwen OAuth migration and config validation, alongside significant enhancements including xAI Responses API integration, MiniMax image generation, async tool approval hooks, ACP channel bindings, and unified file upload actions across platforms. The release includes numerous bug fixes for Telegram splitting, WhatsApp echo loops, Mistral API compatibility, and security improvements for credential auditing.

OpenClaw v2026.3.28-beta.1 introduces significant breaking changes including removal of deprecated Qwen OAuth integration and stricter config validation, while adding major features like async tool approval hooks, MiniMax image generation, xAI search integration, and unified file upload actions across platforms. The release includes numerous fixes for Telegram message splitting, WhatsApp echo loops, image tool fallbacks, and security improvements for credential auditing.

Claude Code v2.1.86 is a maintenance release focused on stability, performance, and bug fixes. Key improvements include session tracking via headers, VCS exclusion enhancements, fixes for file operations outside project root, memory/performance optimizations, and corrections to UI interactions and plugin handling. The release also improves token efficiency through prompt caching and reduced overhead in file mentions.

Google ADK Python v2.0.0-alpha.2 is a security-focused release addressing critical vulnerabilities and deployment safety. Key improvements include agent name validation to prevent arbitrary module imports, protection against unauthorized file access in the builder API, secure GKE deployment defaults, and dependency updates to exclude compromised LiteLLM versions. This release strengthens the framework's security posture for production AI agent development.

crewAI releases version 1.13.0a1 with critical bug fixes addressing documentation workflow issues and cache management for enterprise releases. The update includes comprehensive RBAC permissions documentation and deployment guides. Key improvements focus on Node.js LTS stability and package publishing reliability.

CrewAI 1.12.0 introduces significant enhancements including Qdrant Edge storage backend, native OpenAI-compatible provider support (OpenRouter, DeepSeek, Ollama, vLLM, Cerebras, Dashscope), agent skills implementation, and automatic root_scope for hierarchical memory isolation. The release adds Arabic language support, a new docs-check CLI command, logout functionality, and resolves multiple bugs across type checking, HITL flow system, and memory management. Documentation improvements include a new CONTRIBUTING.md guide and instructions for using CrewAI without LiteLLM.

Claude Code v2.1.84 introduces PowerShell tool support for Windows, enhanced environment variable controls for model configuration, new hooks for task and worktree creation, and numerous bug fixes and performance improvements. Key additions include idle timeout configuration, channel plugin allowlists, deep link improvements, and better MCP server handling. The release also addresses critical issues with voice input, workflow subagents, and terminal rendering while improving startup performance and prompt cache efficiency.

OpenClaw v2026.3.24 introduces significant enhancements across gateway compatibility, agent tooling, and platform integrations. Key updates include OpenAI API compatibility improvements, Microsoft Teams SDK migration with streaming support, skill installation recipes with one-click setup, and expanded platform support for Slack, Discord, Telegram, and WhatsApp. The release also addresses numerous security, sandbox, and reliability fixes across media dispatch, channel startup, and message routing.

CrewAI 1.12.0a1 introduces native OpenAI-compatible provider support (OpenRouter, DeepSeek, Ollama, vLLM, Cerebras, Dashscope), agent skills, and automatic hierarchical memory isolation via root_scope. The release includes Arabic language support for documentation and tooling, a new docs-check command, and significant refactoring to decouple from LiteLLM while resolving mypy type-checking errors across all packages.

OpenClaw v2026.3.24-beta.2 addresses critical fixes for media access policies, Node.js version compatibility, and CLI update workflows. The release aligns outbound media handling with configured filesystem policies, lowers the Node 22 support floor to 22.14+, and adds preflight checks for Node version requirements during updates. Security audit tests are now isolated to prevent interference from local skill installations.

OpenClaw v2026.3.24-beta.1 introduces significant enhancements across gateway compatibility, agent tooling, platform integrations, and UI improvements. Key additions include OpenAI API compatibility endpoints, Microsoft Teams SDK migration with streaming support, skill installation recipes, and Docker container command support. The release focuses on improving user experience through better tool visibility, rich interactive replies, and comprehensive bug fixes across Telegram, Slack, Discord, WhatsApp, and other platforms.

Claude Code v2.1.83 introduces significant improvements to policy management, environment reactivity, security, and user experience. Key additions include a drop-in directory for managed settings, new hook events for environment changes, transcript search functionality, and enhanced subprocess credential scrubbing. The release addresses numerous stability issues, performance regressions, and UI glitches while improving startup latency and memory usage across various platforms.

OpenClaw v2026.3.22 is a major release with significant breaking changes focused on modernizing plugin architecture, standardizing tool paths, and improving security. Key updates include migrating from the legacy extension API to a new public plugin SDK, replacing the Chrome extension relay with native session management, standardizing image generation tools, and implementing stricter sandbox security controls. The release also introduces ClawHub integration for package management, new marketplace support, and enhanced plugin discovery mechanisms.

OpenAI Agents Python v0.13.0 is a minor release that updates the default Realtime websocket model to gpt-realtime-1.5, expands MCP server capabilities with resource management and session tracking, and introduces opt-in reasoning content replay for chat completions. The release includes critical runtime stability fixes for concurrent writes, tool removal edge cases, and batch executor races, with no breaking changes.

Claude Code v2.1.78 introduces enhanced plugin state persistence, improved terminal notifications in tmux environments, and streaming response text. The release fixes critical issues including sandbox security vulnerabilities, API error handling loops, permission rule enforcement, and various UI/UX problems across VS Code, terminal modes, and voice functionality.