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local-ai-coding-agent-control-plane

A collection of 4 posts

OpenClaw’s Fallback Fixes Show the Difference Between Having Backup Models and Actually Using Them

Every agent platform eventually discovers that “we configured fallback models” is not the same as “fallback will happen under the failure we actually hit.” OpenClaw’s June 23 reliability PRs are a tidy case study in that gap. PR #96096 caps cron cloud-model stream idleness at 60 seconds. PR #96097

ACP Background Tasks Need to Wake the Parent Agent, Not Just Announce That They Finished

ACP Background Tasks Need to Wake the Parent Agent, Not Just Announce That They Finished

Background tasks are supposed to buy back attention. If an agent can delegate work to an ACP harness, wait for completion, and then leave the parent conversation sitting there like a CI job with no status check, the platform has not built orchestration. It has built a very expensive notification