ChangelogSDKv2.9.0Toolkit instructions are preserved on rehydrationAgno TeamAugust 13, 2026·1 min readCopy linkCopy markdownLoading a persisted component now keeps its toolkit instructions instead of dropping them, so a rehydrated agent behaves the same as it did before it was saved.Shipped around the same timeAugust 13, 2026Changelogv2.9.0Framework return annotations are guardedAgno Team1 min readAugust 5, 2026Changelogv2.8.7AdvisorTools brings multi-model escalation to any agentAgno Team1 min readAugust 5, 2026Changelogv2.8.7OpenRouteServiceTools grounds agents in real routes and travel timesAgno Team1 min read