Engineered for Setu Operations

Full-text and structured log querying across terabytes of microservice event data.

• Inspect HTTP 5xx spikes, database latency, and service timeouts in milliseconds.
• Automatic partition pruning and time-range filtering to keep queries ultra-fast.
• Integrates directly into incident post-mortems and RCA generation.

Natural language interface over production PostgreSQL and ClickHouse mirrors.

• Translates business questions into production-grade SQL with safety validations.
• Queries settlement records, daily volumes, collection metrics, and partner reconciliation.
• Renders tabular data and summarization directly in terminal.

Bi-directional ticketing and contextual documentation search.

• Query open bugs, sprint progress, and assignee workload.
• Automatically file new triage tickets with logs and stacktraces attached.
• Search product guides and architecture design records in Confluence.

Semantic cross-repository search and commit archaeology.

• Trace function definitions and microservice RPC contracts across all repos.
• Analyze merge request diffs and identify breaking schema changes.
• Audit configuration files and environment variable definitions.

Cloud resource audit, metric inspection, and alarm investigation.

• Audit CloudWatch alarms and metric graphs across ECS and RDS.
• Inspect security group rules, S3 bucket policies, and IAM permissions.
• Read-only safety guardrails prevent accidental infrastructure modifications.

Automated regression testing and complex browser workflow automation.

• Runs authenticated browser flows, captures full-page DOM states, and validates UI.
• Executes Postman collection test runners with environment variable substitution.
• Generates step-by-step diagnostic snapshots of user journeys.