Deployment

crewAI 1.15.0 introduces significant enhancements to conversational flows and declarative configuration, including unified flow loading, DMN mode support, and CLI TUI integration. The release adds new composite actions (each, single agent, crew actions) to FlowDefinition and improves telemetry tracking for conversational turn usage. Multiple bug fixes address JSON schema handling, credential permissions, token aggregation, and symlink vulnerabilities, while documentation improvements include Datadog integration guides and JSON-first crew project setup.

Claude Code v2.1.191 introduces conversation resumption with `/rewind`, fixes critical UI issues like scroll jumping and agent resurrection, improves MCP server reliability with retry logic, and optimizes performance by reducing CPU usage during streaming by ~37%. The release addresses 20+ bugs across agent management, permissions, sandbox networking, and terminal compatibility while enhancing error messaging and user experience.

OpenClaw v2026.6.11-beta.1 introduces enhanced channel control with Slack relay mode and Mattermost native commands, richer operator workflows via file-driven message handling and remote wake-up paths, safer plugin distribution with externalized plugins and icon metadata, stronger mobile operations with improved Android settings, and more reliable agent turns through Codex partial deltas and prompt-cache stability. The release includes 305 merged PRs addressing channel delivery reliability, WhatsApp message identity preservation, gateway session safety, agent fallback behavior, provider model edge cases, and configuration guardrails across Telegram, WhatsApp, Slack, Mattermost, and other integrations.

OpenClaw v2026.6.10 introduces automatic fast mode for conversational turns, improves model routing reliability across Zai and GLM systems, and enhances session/channel state safety. The release includes 12 merged PRs focusing on fallback behavior, trusted policy preservation, and provider plugin metadata consistency. Key fixes address fast-mode state persistence, model catalog accuracy, and stale channel-origin field leakage across sessions.

Claude Code v2.1.187 introduces security enhancements with sandbox credential blocking and org-configured model restrictions, while fixing critical issues with structured output handling, MCP tool timeouts, remote sessions, and UI responsiveness. The release improves user experience with mouse click support in select menus, better navigation controls, and enhanced GitHub App installation workflow. Multiple stability fixes address agent management, channel connections, and terminal text handling across different platforms.

OpenClaw v2026.6.10-beta.1 is a major release focused on reliability, security, and feature expansion. Key improvements include more stable agent turns and session state management, stronger Codex and approval flows, richer channel delivery across Telegram/Discord/Slack, safer network boundaries, and new CLI workflows. The release also enhances mobile/desktop clients, expands plugin coverage, and fixes critical issues in transcript correctness, security, and provider authentication across 109 merged PRs.

OpenClaw v2026.6.9 is a major release featuring enhanced Telegram delivery with rich HTML and markdown support, improved agent recovery through better retry and session history handling, stronger Codex integration with automatic plugin approvals and OAuth routing, standalone official provider plugins as npm packages, and more capable web and native clients with new UI features. The release includes 422 merged PRs addressing security, runtime stability, channel reliability, storage optimization, and operational improvements across the platform.

OpenClaw v2026.6.9-beta.1 introduces significant improvements across Telegram delivery with rich HTML support, more dependable agent recovery with enhanced retry mechanisms, stronger Codex integration with automatic plugin approvals, standalone official provider plugins as npm packages, and more capable web/native clients with new UI features. The release includes 375 merged PRs addressing security, runtime stability, channel reliability, storage optimization, and provider behavior. Key fixes enhance session recovery, plugin management, and cross-platform client functionality.

Claude Code v2.1.183 introduces significant safety improvements by blocking destructive commands (git reset, terraform destroy, etc.) unless explicitly requested, adds deprecation warnings for models, and includes the new `attribution.sessionUrl` setting to control commit/PR attribution. The release fixes multiple critical bugs including WebSearch failures in subagents, TUI corruption in Windows Terminal, and tmux teammate pane issues, while improving configuration management with `/config --help` and better toggle behavior.

Google ADK Python v2.3.0 introduces significant enhancements including async/concurrency guidelines, mTLS support in AgentRegistry, GCS first-party toolset integration, and improved Live API handling for Gemini 3.1 models. The release adds enterprise parameter migration, remote sandbox support via E2BEnvironment, and per-request OpenTelemetry configuration. Multiple bug fixes address event handling, authentication, schema sanitization, and dependency management across core, CLI, evaluation, and integration modules.

CrewAI 1.14.8a introduces major workflow enhancements with FlowDefinition support for script actions, crew actions, and composite operations. The release adds DMN mode support, JSON-first crew projects, and experimental flow definition execution via CLI. Key improvements include memory reset functionality, expression support in actions, and human feedback integration from flow definitions.

Claude Code v2.1.181 introduces configuration shortcuts via `/config` syntax, improved streaming and retry mechanisms, enhanced subagent panel management, and fixes for prompt caching, file operations, and macOS compatibility. The release addresses startup performance regressions, network resilience, and numerous UI/UX improvements across interactive mode, Remote Control, and subagent workflows.

OpenClaw v2026.6.8 is a major release focusing on improved channel delivery (Telegram/WhatsApp), enhanced agent and gateway recovery mechanisms, expanded provider/model support (GLM-5.2, Claude Haiku 4.5), better usage hooks with native footer rendering, and UI/mobile stability improvements. The release includes fixes for memory management, state handling, diagnostics, and numerous edge cases across channels, agents, and runtime systems.

OpenClaw v2026.6.8-beta.2 delivers significant improvements across messaging channels, agent recovery, provider/model handling, and UI stability. Telegram and WhatsApp now support richer message formatting with better delivery reliability, while agent and gateway recovery mechanisms are enhanced across multiple failure scenarios. The release includes expanded provider support (GLM-5.2, Claude Haiku 4.5), improved usage hooks with native footer rendering, and numerous fixes for memory, state diagnostics, and mobile UI flows.

Claude Code v2.1.178 introduces enhanced permission rules with parameter matching syntax, improved nested `.claude/` directory handling for skills and workflows, and refined auto mode with pre-launch subagent evaluation. The release includes better error messaging for Remote Control, improved `/doctor` output, and numerous bug fixes addressing subagent transcript display, authentication issues, and vim mode undo behavior.

AILA is a local-first autonomous agent platform built by Marco, a Berlin paramedic, that runs 100% on user hardware with zero remote override capability. The system uses a "Sovereignty Key" (physical hardware anchor) to ensure true ownership and prevent external control, even by the creator. Unlike cloud-based AI that users merely rent access to, AILA enables users to modify their agent's reasoning in plain language while maintaining complete autonomy and privacy.

OpenClaw v2026.6.8-beta.1 introduces significant improvements to channel delivery (Telegram rich text, WhatsApp ACP bindings), agent and gateway recovery mechanisms, expanded provider/model support (GLM-5.2, Claude Haiku 4.5), enhanced usage hooks with footer rendering, and UI/mobile stability fixes. The release addresses 50+ issues across messaging, runtime reliability, authentication, memory management, and user interface components, with contributions from 30+ developers.

OpenClaw v2026.6.7-beta.1 delivers significant improvements across channel delivery, provider resilience, security boundaries, and recovery paths. Key enhancements include tighter Slack/Telegram integration, better model handling for Kimi/Mistral/DeepSeek/Anthropic, safer auth contexts, and improved failure recovery for agents and cron jobs. The release also strengthens UI/docs accessibility, Docker bundling, and QA validation with new scorecard taxonomy artifacts.

Claude Code v2.1.176 introduces multilingual session titles, improved credential caching for AWS Bedrock, and enhanced footer link configuration via regex patterns. The release includes critical fixes for model enforcement, auto mode fallback logic, file path matching in hooks, and clipboard operations in tmux/SSH environments. Additionally, Remote Control stability, background session management, and Windows daemon initialization have been significantly improved.

OpenClaw v2026.6.6 is a security and stability-focused release that substantially tightens security boundaries across transcripts, sandboxing, and multiple integrations while improving Telegram delivery reliability, iMessage recovery, and browser/MCP connectivity. The release also enhances Control UI performance through cached metadata and lazy loading, expands provider support with OpenRouter OAuth and Claude Fable 5, and includes numerous fixes for agent recovery, channel delivery, and authentication. Key improvements span security hardening, messaging platform reliability, performance optimization, and provider compatibility.