Deployment

OpenClaw v2026.4.20-beta.2 is a major release featuring UI/UX improvements to the onboarding wizard, strengthened agent prompts, tiered model pricing support, session maintenance optimizations, and numerous provider-specific enhancements for OpenAI, Anthropic, Moonshot Kimi, and other integrations. The release includes 40+ fixes addressing security, transport normalization, thinking mode handling, and plugin dependency management.

OpenClaw v2026.4.20 is a major release featuring UI/UX improvements to the onboarding wizard, enhanced agent prompts with better completion bias and verification, support for tiered model pricing including Moonshot Kimi models, session maintenance optimizations to prevent memory issues, and numerous fixes across plugins, APIs, and provider integrations. Key improvements include streaming thinking in Mattermost, better group-specific system prompts in BlueBubbles, and refined reasoning model handling across OpenAI GPT-5 and other providers.

OpenClaw v2026.4.20-beta.1 introduces significant improvements to the onboarding wizard UI, strengthens default agent prompts, adds tiered model pricing support, and enhances session maintenance with automatic pruning. The release includes numerous fixes for provider integrations (OpenAI, Anthropic, Moonshot), plugin lifecycle management, and security hardening across multiple components including SSRF guards and environment variable isolation.

Claude Code v2.1.116 delivers significant performance improvements, enhanced user experience features, and critical bug fixes. Key updates include 67% faster session resumption for large files, improved MCP startup performance, smoother terminal scrolling, and a more informative thinking spinner. The release also strengthens security measures, fixes terminal rendering issues across multiple platforms, and resolves API stability problems.

crewAI 1.14.2 introduces checkpoint management features including resume, diff, and prune commands with lineage tracking and forking capabilities. The release enhances LLM token tracking with reasoning and cache tokens, improves CLI ergonomics for deploy validation and template management, and fixes multiple security vulnerabilities across dependencies. Key improvements include scoped streaming handlers to prevent data contamination, recursive glob for checkpoint discovery, and better HITL (Human-in-the-Loop) resume event handling.

Google ADK Python v1.31.0 introduces significant enhancements including Vertex AI Agent Engine Sandbox integration for computer use, Firestore support, and improved memory management with VertexAiMemoryBankService. The release adds user agent tracking to Parameter and Secret Manager clients, includes live session tracking in LlmResponse, and resolves multiple bugs related to event callbacks, BigQuery plugin issues, and authentication headers. Several refactoring improvements modernize the live session API and update MCP Toolbox documentation.

OpenClaw v2026.4.15 is a major release featuring Claude Opus 4.7 as the default Anthropic model, new Google Gemini text-to-speech support, a Model Auth status card for OAuth health monitoring, cloud storage support for LanceDB memory, and GitHub Copilot embedding provider integration. The release includes numerous stability fixes across gateway tools, agent replay recovery, Docker builds, Matrix E2EE, memory management, and channel integrations, plus packaging improvements to reduce bundle size and plugin runtime dependencies.

OpenAI's openai-agents-python v0.14.0 introduces Sandbox Agents, a beta feature enabling agents to run in persistent, isolated workspaces with file access, command execution, and cross-run continuity. The release includes multiple execution backends (local, Docker, hosted providers), workspace management with snapshots and resume capabilities, sandbox memory for learning across runs, and comprehensive examples. Runtime enhancements provide tracing, session lifecycle management, and seamless integration with the existing Agent and Runner framework.

OpenClaw v2026.4.15-beta.1 introduces significant enhancements across control UI, memory management, and security. Key additions include OAuth token health monitoring, cloud storage support for LanceDB memory indexes, GitHub Copilot embedding provider integration, and experimental lean mode for local models. The release focuses on security hardening with credential redaction, symlink protection, and improved authentication handling, alongside numerous bug fixes for CLI configuration, memory access control, and provider failover logic.

OpenClaw v2026.4.14-beta.1 is a maintenance release addressing 30+ security fixes, stability improvements, and feature enhancements across messaging platforms, browser automation, scheduling, memory systems, and agent tooling. Key improvements include replacing markdown parsing to prevent ReDoS attacks, fixing Telegram forum topic handling, correcting cron scheduler behavior, and enforcing SSRF/security policies across multiple integrations. The release emphasizes background task optimization and proper context preservation across system components.

Claude Code v2.1.105 introduces significant improvements to worktree management, plugin architecture, and user experience. Key additions include the `path` parameter for EnterWorktree, PreCompact hook blocking, background monitor support for plugins, and the `/proactive` alias for `/loop`. The release focuses on stability with better API stream handling, improved error messaging, and numerous bug fixes across file operations, terminal rendering, and MCP integration.

Google ADK Python v1.30.0 introduces significant enhancements including Auth Provider support in agent registry, Parameter Manager integration, Gemma 4 model support, and live avatar capabilities. The release also promotes BigQuery tools to stable status and adds artifact service integration for A2A events. Multiple bug fixes address security vulnerabilities, credential leakage, and improve the express mode user experience.

OpenClaw v2026.4.12 is a comprehensive quality release emphasizing plugin loading reliability, memory system improvements, and expanded local model support. Key additions include an Active Memory sub-agent plugin, local MLX speech provider for Talk Mode, LM Studio provider for self-hosted models, and enhanced Feishu setup workflows. The release also addresses critical security fixes, dreaming/narrative stability, and improves gateway lifecycle management and Matrix client streaming support.

crewAI 1.14.2a3 is a patch release introducing a deploy validation CLI and improved LLM initialization ergonomics. The release addresses critical security vulnerabilities in pypdf, uv, and requests libraries, plus fixes for Bedrock tool arguments, strict mode schema sanitization, and test flakiness. Documentation updates include enterprise A2A feature clarifications and OSS A2A improvements.

OpenClaw v2026.4.12-beta.1 introduces significant improvements to plugin loading, memory recall, and dreaming functionality. Key changes include narrowing plugin activation to manifest-declared needs, improving QMD recall search telemetry, and fixing critical issues with memory retrieval, dreaming narrative cleanup, and gateway authentication. The release also expands documentation for providers and memory-wiki setups while addressing numerous edge cases in CLI updates, Unicode handling, and WebSocket keepalive mechanisms.

OpenClaw v2026.4.11 introduces major enhancements to memory/dreaming features with ChatGPT import ingestion, improved media rendering in chat UIs, expanded video generation capabilities, and better integration with platforms like Feishu and Microsoft Teams. The release includes plugin manifest improvements for declarative setup flows, performance optimizations for model discovery caching, and numerous bug fixes across OAuth, transcription, timeouts, and platform-specific issues to improve stability and user experience.

OpenClaw v2026.4.11-beta.1 introduces significant enhancements to memory/dreaming features with ChatGPT import ingestion, improved media rendering in chat UIs, expanded video generation capabilities, and better integration with Feishu and Microsoft Teams. The release includes numerous fixes for OAuth flows, audio transcription, TTS persistence, and configuration handling, plus improved plugin manifest descriptors and model provider diagnostics.

OpenClaw v2026.4.10 introduces major features including Codex provider integration for GPT models, an Active Memory plugin for context-aware conversations, experimental local MLX speech support for macOS, and expanded QA testing capabilities with Matrix and Telegram lanes. The release includes extensive security hardening across browser navigation, tool execution, and WebSocket handling, plus numerous fixes for Microsoft Teams integration, WhatsApp media delivery, gateway startup stability, and agent-based tool use.

This tutorial demonstrates server-side prompt versioning and rollback for Managed Agents, enabling PMs to update agent prompts without code deployments. It covers creating an agent (v1), evaluating it against a labeled test set, shipping an updated prompt (v2), detecting performance regressions, and rolling back by pinning sessions to a specific version. The workflow replaces traditional code-based prompt management with immutable versioned prompts that can be quickly reverted if issues arise.

This tutorial demonstrates building a webhook-triggered SRE incident response agent using Claude Managed Agents that automatically investigates production alerts, consults runbooks, proposes infrastructure fixes via pull requests, and gates merging behind human approval. The agent combines built-in sandbox tools (bash, read, edit) with custom tools for PR management and human-in-the-loop approval, providing complete audit trails in the Anthropic Console. The example uses mocked PagerDuty, GitHub, and Datadog integrations to focus on agent patterns, with guidance for swapping in real services.