BetterDB-inc/monitor

vagent-memory-v0.6.0 scope: agent-memory Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 18d Monitoring & Metrics

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Topics

prometheus monitoring obsevability redis valkey

Summary

AI summary

Updates anomaly, split-brain, and retrieval across a mixed release.

Changes in this release

Type	Severity	Summary	CVE
Feature
Feature	Medium	Adds detection of duplicate primaries in a shard (split‑brain). Adds detection of duplicate primaries in a shard (split‑brain). Source: llm_adapter@2026-07-16 Confidence: high	—
Feature	Medium	Adds detection of stalled BGSAVE/AOF persistence forks. Adds detection of stalled BGSAVE/AOF persistence forks. Source: llm_adapter@2026-07-16 Confidence: high	—
Feature	Medium	Adds LongMemEval question‑type filter and stratified slice to retrieval. Adds LongMemEval question‑type filter and stratified slice to retrieval. Source: llm_adapter@2026-07-16 Confidence: high	—
Feature	Medium	Adds adaptive polling in WebhookProcessorService. Adds adaptive polling in WebhookProcessorService. Source: llm_adapter@2026-07-16 Confidence: high	—
Feature	Medium	Adds opt‑in write‑time fact consolidation for agent memory. Adds opt‑in write‑time fact consolidation for agent memory. Source: llm_adapter@2026-07-16 Confidence: high	—
Feature	Medium	Adds data‑loss guard for empty‑primary full resync. Adds data‑loss guard for empty‑primary full resync. Source: llm_adapter@2026-07-16 Confidence: high	—
Feature	Medium	Adds incremental delete‑by‑pattern (client‑side SCANDEL) for bulk‑delete. Adds incremental delete‑by‑pattern (client‑side SCANDEL) for bulk‑delete. Source: llm_adapter@2026-07-16 Confidence: high	—
Feature	Medium	Adds P99 latency regression guard for version upgrades. Adds P99 latency regression guard for version upgrades. Source: llm_adapter@2026-07-16 Confidence: high	—
Feature	Medium	Adds detection of stalled BGSAVE/AOF persistence forks (duplicate entry for clarity). Adds detection of stalled BGSAVE/AOF persistence forks (duplicate entry for clarity). Source: llm_adapter@2026-07-16 Confidence: low	—
Refactor	Low	Replaces hardcoded 'env-default' strings with ENV_DEFAULT_ID. Replaces hardcoded 'env-default' strings with ENV_DEFAULT_ID. Source: llm_adapter@2026-07-16 Confidence: high	—

Full changelog

What's Changed

feat(anomaly): detect duplicate primaries in a shard (split-brain) by @KIvanow in https://github.com/BetterDB-inc/monitor/pull/305
feat(anomaly): detect stalled BGSAVE/AOF persistence forks by @KIvanow in https://github.com/BetterDB-inc/monitor/pull/294
feat(retrieval): LongMemEval question-type filter + stratified slice by @KIvanow in https://github.com/BetterDB-inc/monitor/pull/300
refactor: replace hardcoded 'env-default' strings with ENV_DEFAULT_ID by @Vswaroop04 in https://github.com/BetterDB-inc/monitor/pull/156
feat(webhooks): implement adaptive polling in WebhookProcessorService by @Vswaroop04 in https://github.com/BetterDB-inc/monitor/pull/157
feat(agent-memory): opt-in write-time fact consolidation by @KIvanow in https://github.com/BetterDB-inc/monitor/pull/299
feat(anomaly): data-loss guard for empty-primary full resync (valkey#579) by @KIvanow in https://github.com/BetterDB-inc/monitor/pull/302
feat(bulk-delete): incremental delete-by-pattern (client-side SCANDEL) by @KIvanow in https://github.com/BetterDB-inc/monitor/pull/308
feat(latency): P99 latency regression guard for version upgrades (valkey#3527) by @KIvanow in https://github.com/BetterDB-inc/monitor/pull/304

Full Changelog: https://github.com/BetterDB-inc/monitor/compare/agent-cache-v0.11.0...agent-memory-v0.6.0

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About BetterDB-inc/monitor

Valkey-first observability with Redis compatibility. Query real-time metrics, analyze slow commands, detect hot keys, and investigate performance issues directly from AI coding assistants.

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Related context

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Earlier breaking changes

vagent-cache-py-v0.7.0 Cache keys changed for tool-using requests on the LlamaIndex adapter; existing cached entries will miss once after upgrade.
vagent-cache-v0.7.0 Cache keys for tool-using requests changed on Vercel and LlamaIndex adapters; existing entries become one-time misses.
vagent-v1.5.0 TLS is now mandatory; agent exits with error if `--valkey-tls true` is not set for IAM auth mode.