Deploy · Scale · Run

Deploy your application in minutes.
Scale automatically. Focus on building.

Connect your repository, push your code, and Darwa handles deployment, hosting, monitoring, and scaling — without managing infrastructure.

No servers to configure · No cloud console · No YAML

acme / storefrontbranch mainrelease r-2841Live

41s

Average build time

Regions serving traffic

128 ms

p95 response time

100%

Health checks passing

Partners & platforms we work with8 integrations live

From push to production

One command. Every service live.

Push to your branch and Darwa builds each service in the repository, deploys it, and starts reporting on it — a web app, an API, a database, and a worker, together.

$ git push▋

Production

app-frontendAvailable

Static site

Bandwidth

Requests

app-backendAvailable

Python · FastAPI

Memory

CPU

app-databaseAvailable

Managed Postgres

Storage

Connections

app-workerAvailable

Docker image

Queue depth

Instances

Developer workflow

Five steps from repository to running application.

Darwa is built around how developers already work. Push code — everything after that is handled.

Connect Repository

Link your Git provider. Darwa reads your project and detects the stack.

Automatic Build

Every push builds reproducibly, with full logs and a versioned artifact.

Deploy Application

Ship to any environment. Roll back to a previous release at any time.

Monitor Performance

Logs, errors, and health surface in one place — no agents to install.

Scale Automatically

Resources follow demand as your traffic rises and falls.

What Darwa provides

Everything needed to run an application, in one index.

Ten capabilities, and exactly what each one includes. Nothing is hidden behind a sales call.

01Instant Deployment

Connect your code repository and deploy your application in minutes.

Automatic builds
Automatic deployments
Continuous delivery
Deployment history
Rollbacks

02Full Application Hosting

Run your complete application stack in one place.

Web applications
APIs
Backend services
Worker processes
Scheduled tasks
Background jobs

03Automatic Scaling

Your application grows with your users — no manual infrastructure management.

Traffic spikes
Resource allocation
Performance optimization
Application availability

04Managed Environments

Every change can be tested safely before going live.

Development
Testing
Staging
Production
Temporary preview environments

05Built-in Monitoring

Understand what is happening inside your applications.

Application logs
Performance insights
Error tracking
Health monitoring
Deployment status

06Database & Storage Management

Manage your application's data needs without complex setup.

Managed databases
Backups
Storage
Secure connections
Scaling options

07Global Application Delivery

Deliver applications closer to your users.

Faster response times
Better reliability
Regional requirements
Multi-region deploys

08Developer-Friendly Workflow

Designed around how developers already work.

Connect repository
Automatic build
Deploy application
Monitor performance
Scale automatically

09AI-Powered Cloud Assistant

Operate applications smarter with an assistant that reads your stack.

Detect deployment issues
Explain errors
Suggest improvements
Recommend optimizations
Reduce unnecessary usage

10Team Collaboration

Built for teams shipping together.

Multiple projects
Access controls
Deployment approvals
Shared environments
Activity history

What you can run

Any language, any framework, or your own container.

Darwa detects the project and builds it. If a runtime is not detected, supply a Dockerfile and it is treated the same as everything else.

Python

Django, FastAPI, Flask, Celery workers

Node.js

Express, NestJS, Next.js, background jobs

php

PHP · Laravel

Artisan queues, schedulers, Octane

Compiled binaries, gRPC and HTTP services

Ruby

Rails, Sidekiq, Rake tasks

Java · JVM

Spring Boot, Kotlin, Quarkus

Docker

Bring any Dockerfile or prebuilt image

Static sites

HTML, Vite, Astro, Hugo — served globally

Web applicationsAPIsBackend servicesWorker processesScheduled tasksBackground jobsStatic websitesCustom images

Integrations & partnerships

Email, SMS, storage, and payments — connected, not configured.

Communication and storage providers are attached to your application as managed integrations. Credentials are injected per environment, so nothing sensitive lives in your repository.

Category	Integration	What it does	Status
Email	Transactional email	Send email from your application with verified sending domains and delivery events streamed into your logs.	Available
Email	Managed SMTP relay	Point any framework mailer at a managed relay — credentials injected per environment, no provider account needed.	Available
SMS & voice	Twilio	Partnership integration for SMS, OTP delivery, and voice, wired up without handling raw keys.	Partner
SMS	Local SMS gateways	Regional gateway support for markets where local routing is required.	Available
Payments	Payment providers	Webhook endpoints provisioned with your service and verified automatically.	Available
Object storage	S3-compatible storage	Buckets attached to your application, reachable from every region you deploy to.	Available

Managed environments

Four environments, one codebase, no drift.

Each environment is the same build with different data, traffic, and scale. Compare them directly.

	Development	Testing	Staging	Production
Purpose	Build features	Verify each commit	Rehearse the release	Serve your users
Created	Once, by you	On every commit	Once, by you	Once, by you
Data	Seeded sample set	Reset per run	Restored backup copy	Live application data
Traffic	Team only	Automated only	Team + stakeholders	Public
Scaling	Minimal	Minimal	Production-shaped	Automatic
Lifetime	Persistent	Per run	Persistent	Persistent

Plus one per pull request

Preview environments

Every pull request gets a temporary, fully running copy of your application with its own database — reviewable at a URL, and removed automatically when the branch merges.

pr-482add checkout retriesrunning

pr-479upgrade image pipelinerunning

pr-471fix webhook signaturemerged · removed

Built-in monitoring

See inside your application without installing anything.

Logs, performance, errors, health, and deployment status arrive together — attached to the release that caused them.

Application log · storefrontstreaming

09:41:02BUILDDetected project · installing dependencies

09:41:29BUILDBuild artifact created · 41s

09:41:33DEPLOYRelease r-2841 rolled out to us-east

09:41:38DEPLOYRelease r-2841 rolled out to eu-central

09:42:10HTTPGET /api/orders 200 · 84 ms

09:42:11WARNSlow query on orders.customer_id · 1.2s

09:42:14SCALEInstances 8 → 12 · request rate rising

09:42:20HEALTHAll checks passing across 3 regions

Requests / min14,208

p95 response time128 ms

Error rate0.02%

Instances in use12 of 40

Darwa console: CPU saturated at 94 percent, memory at 3.6 of 4 GB, a 24-hour error breakdown by status code, and an AI capacity review proposing a plan upgrade — Real numbers, not dials — saturation, errors broken down by status code, and a capacity review the agent runs against last week: it proposes the upgrade, you approve it.

Databases & storage

Application data, without the setup.

Provision a managed database or storage bucket alongside your application. Connections, backups, and scaling are handled for you.

Managed databases

Provisioned next to your application, with credentials injected into the environment automatically.

No connection strings to copy

Backups

Point-in-time copies run on a schedule and can be restored into any environment.

Restore into staging to verify

Storage

Object storage for uploads and generated files, reachable from every region you deploy to.

Secure connections by default

Global delivery

Servers on every inhabited continent, mapped to your application.

Pick the regions your application runs in and Darwa places the same release in each one. Requests are routed to the closest healthy region automatically.

us-eastVirginia · 18 msus-westOregon · 24 msca-centralToronto · 22 mssa-eastSão Paulo · 27 mssa-westSantiago · 33 mseu-westDublin · 19 mseu-centralFrankfurt · 21 msaf-southCape Town · 34 msaf-westLagos · 36 msme-centralDubai · 31 msap-southMumbai · 26 msap-southeastSingapore · 29 msap-northeastTokyo · 25 msoc-southeastSydney · 30 msoc-westAuckland · 35 ms

Application regionEdge presence15 regions · 10 edge locations

North America3 regions

us-eastVirginia18 ms

us-westOregon24 ms

ca-centralToronto22 ms

South America2 regions

sa-eastSão Paulo27 ms

sa-westSantiago33 ms

Europe2 regions

eu-westDublin19 ms

eu-centralFrankfurt21 ms

Africa2 regions

af-southCape Town34 ms

af-westLagos36 ms

Middle East1 region

me-centralDubai31 ms

Asia3 regions

ap-southMumbai26 ms

ap-southeastSingapore29 ms

ap-northeastTokyo25 ms

Oceania2 regions

oc-southeastSydney30 ms

oc-westAuckland35 ms

AI-powered cloud assistant

Ask about your infrastructure in plain language.

The assistant reads your builds, releases, logs, and metrics. It detects issues, explains errors, and proposes a fix you can apply to an environment.

Deployment issue

Build failed on a missing environment variable

DATABASE_URL is set in staging but absent in production. Add it to the production environment to unblock the release.

Error explained

Timeouts traced to a single query

Requests to /api/orders exceed 3s because an unindexed lookup runs on every request. An index on orders.customer_id resolves it.

Improvement

A worker process is idle most of the day

Queue depth stays at zero for 19 hours daily. Running the worker on a schedule instead of continuously reduces usage.

Optimization

Static assets are re-fetched on every visit

Cache headers are missing on your asset route. Adding them cuts repeat load time substantially.

Assistant · storefrontWatching

Performance regression

Darwa

Release r-2841 is live in 3 regions. Flagging one thing: p95 on /api/orders rose from 96 ms to 340 ms with this deploy.

what changed?

Darwa

Migration 0043 dropped the index on orders.customer_id, so the endpoint now scans 1.2M rows per request.

Proposed fixRecreate index on orders.customer_id — projected p95 ≈ 90 msApply to stagingShow diff

Darwa

Applied to staging: p95 is 88 ms over 200 sampled requests. Ready to promote when you approve.

Cloud error · live incident

Darwa

Incident: payment-service is returning 503 in eu-central. 14% of requests failing for the last 90 seconds.

what might have happened?

Darwa

Three likely causes, ranked: (1) the connection pool is exhausted — 100/100 in use since 09:41, (2) the database accepted a burst of long transactions, (3) the region scaled up faster than the pool limit allows. The first matches the log pattern.

Proposed fixRaise pool size to 200 and recycle idle connections after 30sFix on liveIsolate region

fix on live

Darwa

Pool raised in eu-central. Errors fell to 0% in 22 seconds. I opened a branch with the same change in config/database so it survives the next deploy.

Failed build after push

git push origin main

Darwa

Build for r-2843 failed after 12s: the worker service exits immediately in production.

why does it pass locally?

Darwa

QUEUE_URL exists in staging and in your local env file but not in production, so the worker boots with no broker and exits. Nothing in your code changed.

Proposed fixAdd QUEUE_URL to the production environment and rebuild r-2843Fix and pushRebuild only

Darwa

Variable set, build re-run, and r-2843 is live in 3 regions. The fix is committed to main as a one-line environment change.

Ask about a deployment, error, or cost…

Team collaboration

Who can do what, and who signed off.

Roles decide what each person can reach. Deployment approvals record who released, and the activity history keeps the receipt.

Members · acmeAKMRJTSOLD+3

AKA. KumsheyOwnerBilling · Members · Deploy · Delete

MRM. RahmanMaintainerDeploy · Approve · Env vars

JTJ. TanakaMaintainerDeploy · Approve · Logs

SOS. OkoyeContributorPush · Preview envs

LDL. DuarteContributorPush · Preview envs

PVP. VermeerViewerLogs · Status

Deployment approval · r-2842

2/2approvedMRJTSOPV

M. Rahmanapproved · 4 min ago

J. Tanakaapproved · 2 min ago

S. Okoyereview requested

P. Vermeerno approval rights

Promote to productionTwo approvals required

storefront

4 environments

AKMRSO

billing-api

3 environments

MRJT

docs-site

2 environments

LDPV

events-worker

3 environments

JTSOLD

Activity	Project	Actor	When
Deployment approved	storefront	M. Rahman	2 min ago
Preview environment created · pr-482	storefront	S. Okoye	18 min ago
Production release r-2841	storefront	automation	26 min ago
Access granted · deploy scope	billing-api	A. Kumshey	1 hr ago
Rollback to r-2839	billing-api	J. Tanaka	3 hr ago

Teams running on Darwa

What changes once infrastructure stops being the job.

Four teams, four stacks, one workflow.

We moved eleven services over in a weekend. The part that changed our week is the assistant explaining a 503 before anyone paged us — we fixed the pool on live and pushed the permanent change after.

Nadia MaloufEngineering lead · retail platform

Two of us run an API used in four countries. Preview environments per pull request and one-click regions replaced the DevOps hire we thought we needed this year.

Theo BrandtFounder · logistics API

Approvals, roles, and activity history satisfied our auditors without a spreadsheet. Deploys go out with two sign-offs and the record is right there.

Imani OkonjoCTO · fintech

Python API, a Laravel admin, a Docker worker, and a static marketing site — all in one place, all deployed from the same push. Nothing to configure between them.