AI-native infrastructure for builders

Turn ideas into impact.

Build, orchestrate, and deploy AI agents from one production-inspired control plane. Connect models, tools, knowledge, and workflows without losing the signal.

Start building free Explore the platform

Self-hostable · model-agnostic · built for real operations

One control planefor the full agent lifecycle

Observable by defaulttraces, cost, latency, quality

workspace / overviewAPI online

Control plane / overview

Dashboard

Last 7 days⌄

Total agents12↑ 21%

Total runs1,482↑ 12%

Success rate96.4%↑ 1.3%

Total cost$24.32↓ 18%

Runs over time

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Nov 10Nov 16

Recent runs

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Customer Support AgentCompleted

Research AssistantCompleted

Content GeneratorFailed

12m

Data Analyst AgentCompleted

18m

Workspace readiness64%

DeploymentsHealthy

Evaluations8 active

run_773a...c9d2● completed

Connect the stack you already trust

GeminiOpenAIMCPPostgresOpenTelemetry

The platform

Everything your agents need to do meaningful work.

VibesFactory gives agentic systems a clear path from first experiment to dependable production runtime—without splitting the work across disconnected tools.

Build capable agents

Define model behavior, tools, knowledge, memory, guardrails, and immutable versions in one focused workspace.

AGENTSVERSIONS

Orchestrate complex work

Compose reliable flows across agents, tools, conditions, transformations, and human approvals—so every handoff is explicit.

TRIGGERUser input

→

AGENTTriage

→

TOOLSearch

→

ENDResponse

Operate with signal

Make traces, latency, token usage, cost, evaluations, and run health first-class product data—not afterthoughts.

model.call2.9s

tool.search1.3s

guardrail0.2s

Deploy with confidence

Ship a specific agent version to real endpoints, keep environments clear, and know what is running.

STAGINGPRODUCTION

A calmer path to production

Move from prompt to platform in four deliberate steps.

Keep the creative loop fast and the operational contract explicit. Each stage builds on the last, so your team can ship with context intact.

Agent lifecycle

Build. Orchestrate. Deploy. Operate.

A single traceable loop for every version, run, and decision.

Shape the agent

Turn an intent into a versioned agent with a model, instructions, tools, and guardrails.

Connect context

Bring in knowledge, memory, MCP servers, and the data your agent needs to reason well.

Trace every run

Inspect inputs, model calls, tool calls, usage, cost, and outcomes in one trace hierarchy.

Ship the version

Publish an immutable snapshot, deploy it, and keep production behavior observable.

Built for the real world

Production-minded at the foundation.

Self-hostable, model-agnostic, and designed around the boundaries that keep agentic systems safe, observable, and maintainable.

12domain surfacesagents → deployments

1,482example runs trackedtraceable by design

96.4%success rate signalquality stays visible

$24.32cost in contextmake tradeoffs legible

Make your next idea executable

Build what comes next.

Start with one agent. Grow into a production system. VibesFactory gives your ideas the infrastructure to move.

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