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Changelog

v1.2.0

April 2026

Embeddings, rebuilt

We reworked the embedding pipeline end to end. Faster throughput, bounded memory at any table size, and pre-flight estimates that match reality.

  • Rebuilt embedding engine — materially faster throughput
  • Separate billing for searches and rows embedded — pay for what you actually use
  • Team 2M rows/month + €0.50/1M extra — Business 20M/month + €0.30/1M extra
  • Pre-flight estimate before every embed — rows, duration, and cost, measured rather than guessed
  • Bulk jobs scale to any table size without memory surprises
  • Output appears progressively as a bulk job runs — query partial results while it's still going

v1.1.3

April 2026

Async jobs in the Query Editor

Async queries now have a home in the editor. Submit, watch, and pull back results without leaving the page.

  • New Run async button alongside Run — one click for queries that don't fit in the interactive window
  • Jobs tab next to Results and History — status, duration, result preview, cancel, copy SQL back
  • CLI update notifier — rq checks once a day and tells you when a newer version is out, so you're not stuck on a stale binary

v1.1.2

April 2026

Heavy queries that finish

Async jobs are now properly async. Submit a long-running query, come back later, get your answer.

  • `rq jobs submit` handles heavy queries that don't fit in the interactive window
  • `rq jobs wait` returns your results when they're ready
  • Results are kept for 24 hours so you can fetch them on your own time

v1.1

April 2026

Automatic Iceberg compaction

A background worker merges small parquet files into big ones. Your lakehouse stays fast as it grows. No cron, no dbt job, no babysitting.

  • Dedicated worker with bin-packing, retry, orphan garbage collection
  • rq compact CLI for on-demand runs
  • Queries pause briefly during compaction with a clear message, not an error
  • Memory safety across the stack: Docker limits, DuckDB guard, OOM errors return actionable messages

v1.0

April 2026

Production launch

First stable release.

  • Custom connectors — connect any HTTP or GraphQL API with a declarative JSON spec. OAuth2, custom auth, pagination, schema evolution. No code, no SDK, no waiting on us.
  • Wire protocol over TLS — connect Metabase, Looker, Tableau, Grafana, or any Postgres-compatible client. JDBC-compatible.
  • OAuth 2.1 server for MCP — plug Claude.ai, ChatGPT, or any modern AI client directly into your workspace.
  • Self-hosted embeddings — EU-hosted, no third-party dependency.
  • SSE-KMS encryption at rest — AES-256 on every Iceberg parquet file.
  • Iceberg table export — take your data and leave, any time, zero friction.
  • Social login via GitHub and Google (OIDC)

v0.9.9

March 2026

Vector search

Semantic search on your lakehouse. DuckDB VSS extension, HNSW indexing, ACORN predicate filtering.

  • rq embed generates embeddings for any text column
  • Search CRUD, public search pages at /s/{token} with password gates
  • Billing integrated — same pricing logic as queries, visible in usage dashboard

v0.9.5

March 2026

Security hardening and schema versioning

Enterprise-grade foundations before a wider audience.

  • Workspace isolation hardened across wire protocol, legacy query paths, and public tokens
  • Authentication hardening (P0 + P1 fixes), public /security page
  • Alembic migrations — schema versioned, upgrades idempotent at startup
  • MCP server live at mcp.rawquery.dev with Claude Code integration docs

v0.9

February 2026

Live mode

Query external databases without copying a single row.

  • Live mode — attach external Postgres or MySQL read-only via DuckDB scanners. Query immediately, no sync required.
  • Transforms can source from live connections; charts can source from transforms directly
  • Stress-test hardening — sync worker scaled to 3 replicas via FOR UPDATE SKIP LOCKED
  • Automated pg_dump backups with healthcheck alerting

v0.8

January 2026

Paddle billing and team workspaces

Pricing, permissions, and identity — the boring stuff done right.

  • Paddle billing — Merchant of Record, EU-first, no payment data on our servers
  • RBAC (OWNER / ADMIN / MEMBER / VIEWER) with workspace member management
  • Parameterized saved queries — write once, run with parameters, share the URL
  • Password reset, email verification, profile management
  • Per-minute rate limiting, Postgres-backed, consistent across workers

v0.5

January 2026

Charts and public pages

Every view is a URL. Send the link, the colleague sees the answer.

  • Charts — Chart.js preview in the editor, publish with a public URL, refresh on open
  • Pages — grid of charts, publish as a dashboard, password gate optional
  • Interactive DAG for transforms — pipelines vs standalones, scalable node layout
  • Schema evolution for HTTP connectors — columns added automatically on the fly

v0.4

December 2025

Custom connectors and rq push

The connector that connects to anything. Plus push your own data in one command.

  • HTTPConnector — declarative JSON spec for any REST or GraphQL API
  • OAuth2, custom auth, pagination, flatten + lift transformations
  • `rq push` — ad-hoc data ingestion from the CLI, creates Iceberg tables on the fly
  • rq connect command for scripted onboarding

v0.1

December 2025

First light

The stack. SQL in, answers out, no infra to run.

  • Wire protocol — a Postgres-compatible server on port 5433. Any PG client works, psql included.
  • Monaco SQL editor — schema browser, query history, export to CSV / JSON / Parquet
  • Transforms — SQL models with DAG execution, cron scheduling
  • Execute API — programmatic SQL via API key, rate-limited, structured errors
  • Worker pool with auto-scaling for async queries
  • Lakehouse catalog — browse tables, preview data, see schemas
  • Iceberg on S3 via Nessie catalog, one branch per workspace