Meet Tony. Your Database Engineer specialist agent.
Tony is the domain specialist for databases in the CloudThinker Multi-Agent System. He optimizes slow queries, manages schema drift, validates backups, and right-sizes capacity across PostgreSQL, MySQL, Redis, and beyond — keeping your data layer fast, safe, and efficient.
Leading use cases, customizable Skills
These are leading patterns customers run with Tony across data tiers — query optimization, schema, backup, replication, tuning, and capacity. They're starting points, not the limit — extend, replace, or add your own sub-skill with the Skills Framework.
/query-optimization
Slow Query Analysis
Identifies top-N slow queries from pg_stat_statements / performance_schema, proposes indexes and query rewrites, and validates impact on a read replica.
/schema-management
Migrations & Drift
Migration safety review (lock duration, blocking, rollback), drift detection between environments, and forward / backward compatibility checks.
/backup-recovery
Backup & PITR
Automated backup integrity checks, point-in-time recovery drills, and RTO / RPO measurement across primary, replica, and DR copies.
/replication-health
Replication & Failover
Replica lag monitoring, failover drill execution, and split-brain detection across PostgreSQL streaming, MySQL GTID, and Redis Cluster.
/performance-tuning
Tuning & Pooling
Autovacuum, work_mem, buffer pool, and connection-pool tuning based on workload signatures. PgBouncer / ProxySQL configuration review.
/capacity-planning
Storage & Growth
Storage forecasts, table-and-index growth modeling, and partition strategy recommendations for hot tables before they impact latency.
From prompt to repeatable Command in three steps
Start with a prompt
Ask Tony in chat to investigate, tune, or validate. He executes a one-shot run inside Sandbox Isolation against a read replica, never the primary, and exports a SQL diff with replica-validated impact you can apply through your migration tool of choice.
@tony please find the top 10 slow queries on staging Postgres and propose indexes with replica-validated impact.
Persist as a Skill
Use /create-skill to capture the discovered surface, auth flow, Rules of Engagement, validation logic, and notification routing as a reusable Skill versioned in the Knowledge Base.
/create-skill optimize-postgres-queries --from-thread #current --scope staging-postgres --top 10 --propose-patch sql,migration
Run anywhere as a Command
Invoke the saved Skill as a /-prefix Command from chat, webhook, or schedule. Re-runs are deterministic — same RoE, same surface, same CVE-mapped report.
/optimize-postgres-queries
Safe by construction — from sandbox to audit
Tony inherits the same platform primitives that protect every CloudThinker agent. Continuous database operations run against read replicas with strict scope, never mutating production data, and always with a tamper-evident audit trail.
Sandbox Isolation
Every run executes inside an ephemeral microVM with strict egress and a tamper-evident audit trail.
Guardrails Engine
Guard-in and guard-out policy enforcement on every model call — PII / PHI redaction and secret detection by default.
Rules of Engagement
Strict scope, method, and rate-limit constraints. Read-only proof-of-concept execution. No destructive operations.
Immutable audit
Every reasoning step, tool call, and finding is recorded — exportable to your SIEM and reviewable by compliance.
Compliance Certifications
We maintain the highest industry standards and regularly undergo rigorous third-party audits to ensure compliance.
Ready to put Tony to work on your data layer?
Our database team partners directly with your platform, data, and SRE leads — slow-query reviews, migration safety audits, and PITR drill walkthroughs on request.
- PostgreSQL / MySQL / Redis
- Replica-validated PoC
- Schema + Query + DR in one agent