— SQL ROOMS
SQL over everything your agents ever did.
Each team gets a governed workspace for DuckDB SQL over the captured record: rooms, saved queries and drafts, typed parameters, durable runs, stored results, charts, CSV export, history, sharing and revision restore. Save a query as a report source and put it on a schedule. Re-run against the latest data or the exact recorded snapshot.
DASHBOARDS
Token & cost
Usage by project, model, and time period, grounded in OpenTelemetry ingestion for ground-truth token accounting — with anomaly detection and budget alerts before spend runs away.
Quality & productivity
Retrieval hit ratios, memory review throughput, gate decisions by outcome, blocked and destructive attempts — signals from what actually executed, not what a transcript implies.
Model insights
Response latency, refusal rates, and per-model token economics across Anthropic, OpenAI, Google, and OpenRouter — compared on the same governed workload.
A SAVED QUERY
-- Slowest agent tools this week SELECT tool_name, count(*) AS calls, quantile_cont(execution_time_ms, 0.95) AS p95_ms, avg(CASE WHEN success THEN 1 ELSE 0 END) AS success_rate FROM lore.message_tool_calls WHERE created_at >= now() - INTERVAL 7 DAY GROUP BY tool_name ORDER BY p95_ms DESC LIMIT 10;
As-of reads, not reconstructions
Iceberg snapshots make "what did we believe then" an ordinary query — the same bi-temporal discipline as the memory record.
Redacted before it lands
Sensitive content is redacted by policy before entering long-term analytical storage.
EXPORTS & ACCESS
BI-tool ready
Standard SQL over Iceberg tables — connect the analytics stack you already run.
Scheduled reports & alerts
Recurring exports and threshold alerts on spend, anomalies, and gate outcomes.
SIEM export
Gate decisions and safety findings stream to your security operations tooling, signed.
REPORT CATALOG
51 built-in reports.
Token cost by model, agent execution, State Bridge adoption, developer activity, session health, velocity and DORA metrics. Every report is a saved SQL Rooms query you can open, change and schedule.
Answers with provenance.
Lore
Context is all you need.
Built by Neurabyte.
Also from Neurabyte: Cupel
Lore's core mechanisms are patent-pending. Product names are trademarks of their respective owners; listing an integration doesn't imply a partnership.
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