diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2a4e63160..27791b28d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,8 +4,8 @@ All notable changes to GBrain will be documented in this file.
 
 ## [0.16.0] - 2026-04-20
 
-## **Durable agents land. Your LLM loops survive crashes, sleeps, and worker restarts now.**
-## **Laptop closed mid-run? Come back, resume where it died.**
+## **Durable agents land. Your LLM loops survive crashes, timeouts, and worker restarts now.**
+## **OpenClaw died mid-run? Come back, resume from the last committed turn.**
 
 Your OpenClaw crashes daily. Not "sometimes." Daily. An 8-turn OpenClaw subagent fires a tool call, the worker dies on a memory blip, all eight turns of context are gone, and there's nothing to do but start over from turn zero. This release kills that. `gbrain agent run` submits an Anthropic Messages API conversation as a first-class Minion job: every turn persists to `subagent_messages`, every tool call is a two-phase ledger row (`pending` → `complete | failed`), and replay on worker restart picks up from exactly the last committed turn. Crash-safe by construction, not by hope.
 
diff --git a/README.md b/README.md
index 738b65913..dfd4b0231 100644
--- a/README.md
+++ b/README.md
@@ -232,7 +232,7 @@ Moving gateway crons to Minions (deterministic scripts, zero LLM tokens per fire
 
 ## Durable agents: `gbrain agent` (v0.15)
 
-Your subagent runs survive crashes now. Laptop closed mid-run? The worker re-claims on wake and replays from the last committed turn. Fan-out across 50 shards, one shard crashes — the aggregator still claims after every child reaches a terminal state and writes a mixed-outcome summary. Tool calls persist as a two-phase ledger (`pending` → `complete | failed`) so replay is safe by construction, not by hope.
+Your subagent runs survive crashes now. OpenClaw died mid-run? The worker re-claims on restart and replays from the last committed turn. Fan-out across 50 shards, one shard crashes — the aggregator still claims after every child reaches a terminal state and writes a mixed-outcome summary. Tool calls persist as a two-phase ledger (`pending` → `complete | failed`) so replay is safe by construction, not by hope.
 
 ```bash
 # Submit a single-subagent run
@@ -247,7 +247,7 @@ gbrain agent run "analyze every page" \
 gbrain agent logs 1247 --follow --since 5m
 ```
 
-Durability is the point: every Anthropic turn commits to `subagent_messages`, every tool call to `subagent_tool_executions`. Worker kills, laptop sleeps, timeouts — all resumable. Host repos (your OpenClaw, etc.) ship their own subagent definitions via `GBRAIN_PLUGIN_PATH` + a `gbrain.plugin.json` manifest: see [`docs/guides/plugin-authors.md`](docs/guides/plugin-authors.md). Requires `ANTHROPIC_API_KEY` on the worker.
+Durability is the point: every Anthropic turn commits to `subagent_messages`, every tool call to `subagent_tool_executions`. Worker kills, OpenClaw crashes, timeouts — all resumable. Host repos (your OpenClaw, etc.) ship their own subagent definitions via `GBRAIN_PLUGIN_PATH` + a `gbrain.plugin.json` manifest: see [`docs/guides/plugin-authors.md`](docs/guides/plugin-authors.md). Requires `ANTHROPIC_API_KEY` on the worker.
 
 ## Skillify: your skills tree stops being a black box