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GitHub - orch8-io/engine
_alphageek · 2026-05-05 · via Hacker News: Show HN

A self-hosted, durable workflow orchestration engine built in Rust. Define workflows as composable JSON sequences. Orch8 guarantees every step either completes, retries, or surfaces in a dead-letter queue.

Single binary. One dependency: PostgreSQL (or SQLite for dev/embedded).

Docs · Discord · Cloud · Playbook

Orch8 demo — orch8 init → orch8-server → engine ready in seconds

Why Orch8

Existing durable workflow engines either ship a multi-service cluster (Temporal: Cassandra + Elasticsearch + JVM workers) or assume Python everywhere (Airflow: Celery + Redis + scheduler). Both are full-time operational jobs on a small team.

Orch8 keeps the execution model — state-snapshot durability, retries, replay-on-restart — but trades the ecosystem for one Rust binary and Postgres. Workers in any language via REST long-poll. Higher-level building blocks (Parallel, Race, TryCatch, CancellationScope, plus LLM/HumanReview/ToolCall) shipped as first-class instead of patterns you build on activities.

Features

Workflow Primitives — Step, Parallel, Race, TryCatch, Loop, ForEach, Router, SubSequence, CancellationScope, AB Split

Scheduling — Relative delays, business-days-only with holiday awareness, timezone-per-instance, jitter, send windows, cron triggers with configurable tick interval

Rate Limiting — Per-resource sliding window with deferred scheduling (not rejection), resource pools with weighted rotation, daily caps, and warmup ramps

Reliability — Crash recovery via state snapshots, configurable retry with exponential backoff, dead letter queue, idempotency keys, circuit breakers with fallback handler routing and persistent state

Concurrency — Per-entity key control, priority queues (Low/Normal/High/Critical), bulk create/pause/resume/cancel, batch instance creation (up to 10k)

Multi-tenancy — Tenant-scoped queries, per-tenant rate limits, per-tenant circuit breakers, tenant isolation middleware, per-tenant noisy-neighbor protection

Extensibility — External workers (any language via REST polling), gRPC sidecar plugins, WASM plugins, webhook events, workflow interceptors, emit-event with deduplication

Observability — Prometheus metrics, structured JSON logging, audit log, execution tree visualization, Grafana dashboard template

AI Agent Support — Unified llm_call handler covering all major providers (OpenAI, Anthropic, Gemini + 7 more), dynamic step injection (self_modify), human-in-the-loop with timeout/escalation, SSE streaming, query-instance handler for cross-workflow coordination

Security — AES-256-GCM encryption at rest for context and credentials, OAuth2 credential refresh, API key authentication, CORS configuration

Install

# Docker (fastest)
docker run -d -p 8080:8080 ghcr.io/orch8-io/engine:latest

# Binary release (downloads from GitHub releases)
curl -fsSL https://raw.githubusercontent.com/orch8-io/engine/main/install.sh | sh

# Homebrew
brew tap orch8-io/orch8 && brew install orch8-server

Quick Start

With SQLite (zero dependencies)

# Initialize a project
orch8 init my-project
cd my-project

# Start the engine (--insecure skips API key requirement)
orch8-server --insecure

With Docker Compose

docker compose up -d   # starts Postgres + engine

Create a Sequence

curl -X POST http://localhost:8080/sequences \
  -H 'Content-Type: application/json' \
  -d '{
    "id": "550e8400-e29b-41d4-a716-446655440000",
    "tenant_id": "demo",
    "namespace": "default",
    "name": "hello-world",
    "version": 1,
    "blocks": [
      { "type": "step", "id": "greet", "handler": "noop", "params": {} }
    ]
  }'

Create an Instance

curl -X POST http://localhost:8080/instances \
  -H 'Content-Type: application/json' \
  -d '{
    "sequence_id": "550e8400-e29b-41d4-a716-446655440000",
    "tenant_id": "demo",
    "namespace": "default",
    "context": { "data": { "user": "alice" } }
  }'

SDKs

All SDKs live in their own repositories under the orch8-io GitHub organization.

Language Package Install Repo
TypeScript @orch8.io/sdk npm install @orch8.io/sdk sdk-node
Python orch8-io-sdk pip install orch8-io-sdk sdk-python
Go github.com/orch8-io/sdk-go go get github.com/orch8-io/sdk-go sdk-go

The TypeScript SDK includes both workflow authoring (sequence builder, deploy via REST) and worker support (task polling, handler registration, concurrent execution).

Architecture

orch8-server          Binary entry point, config loading, signal handling
    |
orch8-api             REST (axum) + SSE streaming, OpenAPI via utoipa
    |
orch8-grpc            gRPC service (tonic) for high-throughput clients
    |
orch8-engine          Scheduler, evaluator, handlers, signals, cron,
    |                 circuit breakers, recovery, sequence cache
    |
orch8-storage         StorageBackend trait + Postgres + SQLite + encrypting wrapper
    |
orch8-types           Domain types, config, IDs, errors
    |
orch8-cli             CLI tool (init, sequence, instance, signal, health)

Key design decisions:

  • Postgres is the timer wheel (zero engine memory for scheduled instances)
  • FOR UPDATE SKIP LOCKED prevents double-claiming across nodes
  • State machine enforced at type level
  • Snapshot-based resume — no history replay, no determinism constraints
  • Semaphore-bounded concurrency for step execution
  • Circuit breaker state persisted to storage (survives restarts)
  • Sequence cache with TTL eviction for hot-path lookups

Configuration

Configuration via orch8.toml, environment variables (ORCH8_*), or both (env vars override file).

Variable Default Description
ORCH8_STORAGE_BACKEND postgres sqlite or postgres
ORCH8_DATABASE_URL Connection string (required)
ORCH8_HTTP_ADDR 127.0.0.1:8080 HTTP API listen address
ORCH8_GRPC_ADDR 127.0.0.1:50051 gRPC API listen address
ORCH8_TICK_INTERVAL_MS 100 Scheduler tick interval (ms)
ORCH8_CRON_TICK_SECS 10 Cron loop check interval (seconds)
ORCH8_BATCH_SIZE 256 Max instances claimed per tick
ORCH8_MAX_CONCURRENT_STEPS 128 Semaphore limit for step execution
ORCH8_MAX_INSTANCES_PER_TENANT 0 Per-tenant claim limit (0 = unlimited)
ORCH8_ENCRYPTION_KEY 64 hex chars for AES-256-GCM encryption at rest
ORCH8_LOG_LEVEL info trace, debug, info, warn, error
ORCH8_LOG_JSON false JSON-formatted log output
ORCH8_CORS_ORIGINS CORS allowed origins (empty = no CORS headers)
ORCH8_API_KEY Set to require API key auth

See Configuration Reference for the full list.

API Surface

59 documented REST endpoints covering:

  • Sequences — CRUD, versioning, deprecation, migration, by-name lookup
  • Instances — create, batch create, list/filter, state transitions, context update, retry, DLQ
  • Signals — send pause/resume/cancel/context signals to running instances
  • Workers — task polling, completion, failure, heartbeat, stats, queue-based routing
  • Cron — CRUD with expression validation, enable/disable, trigger history
  • Triggers — webhook and event-driven instance creation
  • Sessions — stateful multi-instance coordination
  • Pools — resource pool management with weighted allocation
  • Credentials — encrypted credential vault with OAuth2 refresh
  • Circuit Breakers — per-tenant/handler state, manual reset
  • Plugins — WASM and gRPC plugin registration
  • Approvals — human-in-the-loop approval inbox
  • Cluster — node listing, heartbeat, drain
  • Health — liveness, readiness, Prometheus metrics

Development

# Start Postgres
docker compose up -d

# Build
cargo build --workspace

# Unit tests
cargo test --workspace

# Lint
cargo clippy --workspace -- -D warnings

# Format
cargo fmt --check

# E2E tests (TypeScript)
cd tests/e2e && npm ci && npm test

# E2E tests (Rust)
cargo test --test '*' --workspace

Test Coverage

2,028 tests across two layers:

Layer Tests Scope
Rust unit + integration 1,255 Storage backends, evaluator, scheduler, handlers, config parsing, state machine transitions, gRPC auth, full engine integration
TypeScript E2E 773 202 test files hitting the live HTTP API — sequences, instances, workers, cron, triggers, webhooks, approvals, sessions, plugins, credentials, pools, cluster, SSE streaming

Coverage by feature area:

Area Test suites
Blocks Step, Parallel, Race, TryCatch, Loop, ForEach, Router, SubSequence, CancellationScope, AB Split
Handlers Built-in handlers, external worker dispatch, LLM call, query-instance
Features Rate limiting, resource pools, circuit breakers, encryption, credentials, multi-tenancy
Signals Pause/resume/cancel, context update, terminal guards
Scheduling Cron CRUD, business days, timezone/DST, jitter, send windows, SLA timers
Mixing Complex sequences combining multiple block types and features
Resilience Crash recovery, retry, DLQ, idempotency, checkpoint/restore
Security API key auth, CORS, encryption at rest, tenant isolation
Templating Context expressions, dynamic params, conditional logic
Observability Prometheus metrics, audit log, health endpoints, SSE streaming

Project Structure

engine/
  orch8-api/          REST API layer (axum + utoipa)
  orch8-cli/          CLI binary
  orch8-engine/       Core scheduler, evaluator, handlers
  orch8-grpc/         gRPC service (tonic + protobuf)
  orch8-server/       Server binary, config, startup
  orch8-storage/      Storage trait + Postgres + SQLite impls
  orch8-types/        Shared domain types and config
  proto/              Protobuf service definitions
  migrations/         29 SQL migrations (Postgres schema)
  tests/e2e/          202 TypeScript E2E test files (773 test cases)
  loadgen/            Load generator with per-template metrics
  activepieces/       Activepieces sidecar integration
  dashboard/          React admin dashboard
  examples/           Example workflows (email classifier, etc.)
  scripts/            Dev scripts (dev-up, dev-down)
  docs/               Documentation

Documentation

Deployment

Docker

docker run -d \
  -p 8080:8080 \
  -e ORCH8_DATABASE_URL=postgres://user:pass@host:5432/orch8 \
  ghcr.io/orch8-io/engine:latest

Helm

helm repo add orch8 https://orch8-io.github.io/helm-charts
helm install orch8 orch8/orch8-engine

Chart repo: orch8-io/helm-charts

Community

  • Discord — questions, patterns, show & tell
  • GitHub Issues — bug reports and feature requests
  • Playbook — 22 workflow patterns with full JSON definitions

Status & Limitations

Pre-1.0. This is the public release of an engine that has been running my own production for several months, with 2,028 tests covering core paths. Honest about what it isn't yet:

  • Not battle-tested at Temporal-scale. Largest internal load test: ~10K concurrent instances. If you're past that or have multiple engineers depending on uptime, run Temporal until 1.0.
  • No replay debugger or time-skipping test tooling. Temporal's SDKs ship deterministic replay + timer-skip helpers; we don't.
  • Workflow versioning is younger. Sequence definitions are versioned, but the migration ergonomics for in-flight instances aren't as polished as Temporal's GetVersion / patch system.
  • SDK depth varies. TypeScript SDK has both authoring + worker support; Go and Python SDKs are worker-focused for now.
  • API is stable but evolving. Pre-1.0 means breaking changes are possible; we'll mark them in releases and keep them minimal.

If any of these are dealbreakers, file an issue — the gap-to-feature roadmap is driven by what users hit first.

License

This project is licensed under the Business Source License 1.1 (BUSL-1.1).

You can:

  • Use Orch8 in production for your own applications
  • Modify and extend the source code
  • Self-host for your team or company

You cannot:

  • Offer Orch8 as a hosted or embedded service to third parties competing with us

The license converts to Apache 2.0 four years from publication.

Managed Cloud

Don't want to self-host? orch8.io/pricing — we run it for you.

Commercial / OEM License

Want to embed Orch8 in your SaaS product or offer it as a managed service? Contact hello@orch8.io for commercial licensing.