Recursiv vs Build It Yourself

One SDK for the whole agent backend vs assembling eight services

How Does Recursiv Compare to Building It Yourself?

Building production agents from scratch means stitching together a framework, model providers, a vector store, a job queue, a sandbox runtime, auth, a deploy host and billing. Recursiv gives you all of that behind one SDK. You ship the agent and skip the integration project.

The differentiator is time and maintenance saved. Each piece you self-assemble is a service to wire, secure, scale and keep running. Recursiv runs the agents for you with orchestration, scheduling, sandboxes, deploys and observability built in, so you can prove what ran.

Quick Comparison

CapabilityRecursivBuild It Yourself
Agent frameworkBuilt in (agents, swarms, dispatcher)Pick and wire a library
Model supportAny model, swap anytimeIntegrate each provider yourself
MemoryBrain and memory primitivesStand up a vector DB
Task orchestrationDispatcher and jobsBuild a queue and scheduler
Code executionManaged sandboxesRun and isolate your own
AuthBuilt inAdd an auth provider
Data and storagePostgres and object storageProvision and connect each
DeployDeployments built inSet up a host and pipeline
IntegrationsHundreds built inBuild each connector
GovernScoped identity, approvals, audit, self-evalDesign and build it all
Billing and usageBuilt inWire your own metering

The Realistic Shopping List

LayerDIYRecursiv
Agent frameworkChoose, wire, maintainclient.agents.create()
Model accessPer-provider SDKs and keysModel agnostic, one call
Vector memoryProvision and operate a vector DBBrain and memory built in
Queue and schedulerBuild and runDispatcher and jobs
Sandbox runtimeIsolate and scaleManaged sandboxes
AuthAdd a providerBuilt in
Deploy hostConfigure and pipelineDeployments built in
BillingMeter and invoiceUsage tracking built in
ResultMonths of integration plus ongoing opsHours

When Building It Yourself Is the Better Choice

  • You have a hard requirement to own and operate every layer in your own cloud
  • Your needs are narrow enough that a single library covers them and you will not grow into orchestration, memory or govern
  • You have a platform team whose job is to maintain this infrastructure
  • You need a bespoke runtime that no platform can match

Get Started

If you would rather build the agent than the infrastructure, start with the quickstart and have a governed agent running in minutes.