docs: July 2026 release updates (MCP in OSS, MCP OAuth, Waterfall default, SDR for traces, AI credit limits, Vortex env vars) - #498
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…ault, SDR for traces, AI credit limits, Vortex env vars) - MCP: remove Enterprise-only note (server is OSS now), add Authentication section with OAuth 2.0 sign-in flow (Enterprise + Dex), OSS permission-scoping warning, agent_options usage for SearchSQL incl. detail=full caveat - Enterprise features list: replace MCP server entry with OAuth 2.0 sign-in for MCP - Traces: Waterfall is the default trace view; document tab set (Waterfall, Flame Graph, Trace Graph, DAG/Thread for LLM spans) and drag-to-reorder - Logs: Source Details drawer (Table tab default, draggable tabs), Share Link, query error states for unknown fields/functions - Dashboards: Import dropdown (Custom, Templates gallery drawer, migration links), redesigned Config sidebar (collapsed sections, search, toggle all) - Sensitive Data Redaction: applies to trace streams as well as logs - AI Credits: per-organization limits, _meta Organization Management flow and PUT /api/_meta/ai/usage_limit - Env vars: add ZO_FILE_FORMAT (parquet/vortex) and ZO_VORTEX_THREAD_NUM - Style pass: remove em/en dashes, horizontal rules, blocklist words, hedging
gorakhnathy7
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Shrinath-O2,
hengfeiyang and
simranquirky
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Shrinath-O2 and
simranquirky
July 28, 2026 20:18
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| !!! info "Availability" | ||
| This feature is available in Enterprise Edition and Cloud. Not available in Open Source. | ||
| This feature is available in Enterprise Edition and Cloud. |
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when did we add SDR in oss , can u confirm this ? afaik the update was: Sensitive-data redaction now applies to traces too, not just logs.
| AI Credits are a pool of free credits that each OpenObserve Cloud organization can spend on AI-powered features such as AI chat and incident analysis. | ||
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| > **Note**: AI Credits apply to **OpenObserve Cloud only**. They are not available in self-hosted deployments. | ||
| > **Note**: AI Credits apply to **OpenObserve Cloud only**. |
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when did we start giving ai credits in OSS versions ??
simranquirky
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Jul 29, 2026
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this auto generated thing has backfired, verify them across actual PRs
…ntry - sensitive-data-redaction.md: availability reads available only in Enterprise Edition and Cloud - cloud-ai-credits.md: replace the note with an availability admonition, available only in OpenObserve Cloud - enterprise-features.md: MCP entry lists only the Enterprise-side feature (OAuth 2.0 sign-in with Dex) and links to the MCP page
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Changes
integration/ai/mcp/index.md: removed the Enterprise-only note and added an availability admonition (MCP server available in Open Source, Enterprise Edition, and Cloud; OAuth 2.0 sign-in available in Enterprise Edition with Dex). Added an Authentication section covering Basic authentication and the OAuth 2.0 sign-in flow with its server requirements. Added a permission-scoping warning for Open Source instances. Documentedagent_optionsforSearchSQL(output_format,mode: partition), including setting the tool call'sdetailtofullwhen usingoutput_format. Added a bullet on running the latest release under Security considerations.integration/ai/mcp/claude.md: noted the OAuth sign-in option, updated the last-updated date, removed a horizontal rule.enterprise-setup/enterprise-features.md: replaced the MCP server entry with OAuth 2.0 sign-in for MCP (Dex as identity provider), linking to the MCP page.user-guide/data-exploration/traces/traces.md: documented the trace detail tabs (Waterfall as default, Flame Graph, Trace Graph, and DAG/Thread for traces with LLM spans), drag-to-reorder with browser persistence, and renamed the Timeline/Service Map how-to to Waterfall and Trace Graph.features/distributed-tracing.md: replaced Gantt wording with waterfall views and trace graphs.user-guide/data-exploration/logs/logs.md: documented the Source Details panel (Table tab as default, JSON tab, draggable tabs, correlated Logs/Metrics/Traces tabs in Enterprise Edition when telemetry correlation is enabled). Added a Share a Search section and a Query error handling section (Field not found / Function not defined states).user-guide/analytics/dashboards/dashboards-in-openobserve.md: documented the Import dropdown options: Custom (JSON file or URL), Templates (Add Dashboard from Gallery drawer), and the Migrate from Datadog/Grafana/Kibana/CloudWatch links.user-guide/analytics/dashboards/config/index.md: updated the Config description to the sidebar layout with collapsed-by-default sections, the Search config bar, and the expand/collapse-all toggle.user-guide/account-administration/management/sensitive-data-redaction.md: documented that Sensitive Data Redaction applies to trace streams (span attributes are flattened to top-level fields). Availability reads: available only in Enterprise Edition and Cloud.user-guide/account-administration/cloud-ai-credits.md: documented per-organization credit limits: the Set AI credits flow in Organization Management (_metaorganization) andPUT /api/_meta/ai/usage_limit. Availability admonition: available only in OpenObserve Cloud.administration/configuration/environment-variables.md: addedZO_FILE_FORMAT(parquet or vortex, with format-switching behavior) andZO_VORTEX_THREAD_NUM.