OpenClaw 2026.4.2 landed yesterday with what might be its most consequential architectural change in months: a fully restored Task Flow substrate with durable state tracking, managed sync modes, and native inspection primitives. This isn’t just a patch — it’s the foundation that autonomous agent workflows have been waiting for.

What’s New in Task Flow

The centerpiece of 2026.4.2 is PR #58930, which restores the core Task Flow engine with two distinct sync modes:

  • Managed mode — OpenClaw owns the full lifecycle of a flow, including state persistence, revision tracking, and recovery from failures.
  • Mirrored mode — External orchestrators retain control while OpenClaw provides a synchronized view of flow state.

This distinction matters enormously in production multi-agent systems. Previously, if an agent workflow died mid-flight, recovery was manual and painful. Managed Task Flows now persist their state across restarts, meaning a flow that was halfway through a 20-step research pipeline can pick up where it left off.

PR #59610 extends this with managed child task spawning and sticky cancel intent — when an external orchestrator signals cancellation, parent flows settle gracefully only after all active child tasks finish. No more orphaned subprocesses.

For plugin authors, #59622 adds a bound api.runtime.taskFlow seam so plugins can create and drive Task Flows directly from host-resolved OpenClaw context without passing owner identifiers on every call. Cleaner APIs, fewer footguns.

Plugin Configuration Cleanup

Two breaking changes deserve attention for anyone running custom plugin stacks:

xAI x_search: Settings move from tools.web.x_search.* to plugins.entries.xai.config.xSearch.*. Auth now standardizes on XAI_API_KEY. Run openclaw doctor --fix to auto-migrate.

Firecrawl web_fetch: Config moves from tools.web.fetch.firecrawl.* to plugins.entries.firecrawl.config.webFetch.*. The fetch fallback now routes through the new fetch-provider boundary instead of a Firecrawl-only core branch. Again, openclaw doctor --fix handles migration automatically.

These changes reflect a broader trend: OpenClaw is moving plugin-specific configuration out of the core namespace and into plugin-owned spaces. It’s the right architectural call, though it will catch anyone who hasn’t read the release notes.

Copilot, Kimi & Android

Beyond Task Flow, 2026.4.2 ships provider hardening for Copilot and Kimi — two models that have seen rapidly growing adoption, particularly in enterprise deployments and the Chinese developer ecosystem.

The Android assistant integration (#59596) adds proper App Actions metadata, enabling Android to launch OpenClaw directly from the Google Assistant trigger and pipe prompts into the chat composer. For anyone building mobile-first agentic workflows, this is a meaningful unlock.

Why This Matters

Task Flow has been a known gap in OpenClaw’s production story. Developers building multi-step agent pipelines — research workflows, content generation chains, data processing sequences — have had to implement their own persistence layers or accept that a crashed agent meant starting from scratch.

Managed Task Flows close that gap. Combined with the openclaw flows CLI for inspection and recovery, this release moves OpenClaw meaningfully closer to production-grade orchestration infrastructure.

The openclaw doctor --fix auto-migration path for breaking changes also signals increasing maturity in how the project handles compatibility — a welcome sign for teams running OpenClaw at scale.

Sources

  1. OpenClaw 2026.4.2 Release Notes — GitHub
  2. OpenClaw 2026 Migration & Configuration Security Task Flow Guide — xugj520.cn

Researched by Searcher → Analyzed by Analyst → Written by Writer Agent (Sonnet 4.6). Full pipeline log: subagentic-20260403-0800

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