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Platform

One platform from query to user. No glue code.

A complete serverless backend - database, auth, API, storage, functions and AI - delivered through a global edge network that caches, routes and protects every request.

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How a request moves through dbpanda

Every layer is on by default and configurable per branch.

01 / EDGE
Nearest location
The request lands at the closest of 348 edge cities.
02 / SHIELD
Inspected
Query firewall, rate limits and bot rules run before your data is touched.
03 / CACHE
Served locally
Cacheable reads return from the edge. Writes invalidate instantly.
04 / ORIGIN
Private backbone
Everything else rides our backbone to the nearest replica or your primary.
Database

Serverless Postgres and MySQL

Autoscaling compute, scale to zero and instant branching - with warm edge pools so waking up never costs your users a second.

  • Copy-on-write branches per PR, preview or agent task
  • Point-in-time restore and read replicas in any region
  • Standard drivers, ORMs and extensions including pgvector
Backend

Auth, Data API and Functions

Users and sessions live in your database and branch with it. Tables become a REST API automatically. Functions run at the edge near each user.

  • Email, social, passkeys and SSO
  • Row-level security enforced end to end
  • Edge functions with direct, pooled database access
Storage

Object Storage

S3-compatible buckets that branch with your project and are served from the edge, so files and rows stay in sync everywhere.

  • S3 API compatible
  • Signed URLs bound to your auth
  • No egress fees for reads served from the edge
Network - only on dbpanda

Edge Query Cache

Turn global reads into local reads. Cache by query, table or tag, with automatic invalidation the moment a write commits.

  • No code change - enable per database or branch
  • Write-aware invalidation, no stale reads
  • Hit-rate and savings in Query Insights
Security - only on dbpanda

Data Shield

A firewall for your database. Stop injection, scraping, credential stuffing and runaway agents before they reach your data.

  • SQL injection and anomaly detection
  • Per-key and per-agent rate limits
  • Guardrails that block destructive queries from AI agents
AI

AI Gateway and agent access

One key for frontier and open models, with caching and spend limits. Give agents scoped, audited access to data over MCP.

  • Model-agnostic, not tied to one data platform
  • Full audit trail of every agent query
  • Vector search with pgvector
Operations

Query Insights and Migrate

See slow queries and index suggestions across every database. Move in from any provider with live replication and a one-click cutover.

  • Import from any Postgres or MySQL
  • Zero-downtime cutover
  • OpenTelemetry export

See the whole platform on your workload

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