Lights-Out Software Production
ZeroTouchFactory orchestrates AI agents into deterministic execution pipelines that build, validate, and deploy software without human intervention.
Deterministic. Versioned. Observable. Enterprise-grade autonomous software production.
The Problem
Every engineering organization running AI-assisted development hits the same wall. You built the agents. Now who runs the factory?
Engineers spend more time wiring agents together than writing logic. The coordination tax exceeds the productivity gain.
CI/CD requires constant human attention, approvals, and reruns. Someone is always watching the build.
Multiple AI agents with no shared state, no execution order, no determinism. Outputs are unpredictable and unreproducible.
Environments diverge silently until production breaks. No systematic detection, no automated remediation.
Every handoff between human and machine adds hours or days to delivery. The bottleneck is always a person.
No systematic way to verify agent output before it reaches production. Quality depends on who reviews it.
The Solution
ZeroTouchFactory replaces manual software coordination with autonomous, deterministic execution. Define what you want built. ZTF handles the rest — from agent orchestration through deployment — with zero human touch.
Agents execute in defined order with explicit dependencies, shared context, and reproducible outcomes.
No human in the loop between intent and deployment. The factory runs itself.
Agents validate each other's output automatically before advancing to the next stage.
Every orchestration run is versioned, diffable, and auditable. Full lineage from intent to artifact.
Built-in quality gates, test execution, and compliance checks run without human intervention.
Every deployment includes automatic rollback triggers tied to observable metrics.
How It Works
Declare what needs to be built, changed, or deployed. ZTF translates intent into an execution graph.
ZTF assigns agents to pipeline stages with explicit dependencies and shared state.
Agents execute deterministically. Each stage validates its input and output. Failed stages trigger remediation.
Validated artifacts deploy to target environments. Observability and rollback are built in.
$ ztf init --project myapp --from intent.yaml
Initializing pipeline from intent definition...
Pipeline created: 7 stages, 4 agents, 12 validation gates
$ ztf orchestrate
Orchestrating pipeline run #1847...
[stage 1/7] code-generation ✓ 32s
[stage 2/7] code-review ✓ 18s
[stage 3/7] test-generation ✓ 24s
[stage 4/7] test-execution ✓ 41s
[stage 5/7] security-scan ✓ 15s
[stage 6/7] documentation ✓ 12s
[stage 7/7] artifact-build ✓ 28s
Pipeline complete. All validation gates passed.
$ ztf deploy --env production
Deploying artifact v2.4.1 to production...
Health checks passed. Rollback armed. Deployment complete.Enterprise Features
Every capability designed for teams that ship critical software at scale.
DAG-based execution with explicit dependencies, retry policies, and reproducible runs across environments.
Every pipeline configuration and execution run is versioned with full diff support and rollback capability.
Continuous monitoring of environment, configuration, and dependency drift with automated alerting.
Structured logs, traces, and metrics for every agent action and pipeline stage. OpenTelemetry native.
Fine-grained role-based access control for pipelines, environments, and deployment targets.
Run pipelines across AWS, GCP, Azure, or on-premises infrastructure. Single control plane.
Route agent workloads to private LLM endpoints. No data leaves your perimeter. Full model isolation.
Philosophy
Software production should run like a factory floor at midnight — no operators, no supervisors, no manual intervention. Machines building machines.
The era of human-in-the-loop software delivery is ending. Not because humans are unnecessary, but because the repetitive coordination layer between intent and deployment is a solved problem.
"If the lights need to stay on, you're not automated."
Define what you want. Walk away. Come back to production-grade software.
Pricing
No token pricing. No usage surprises. Predictable costs at every scale.
For individual engineers and experimentation
For engineering teams shipping together
For organizations requiring full control
Stop coordinating. Start producing. ZeroTouchFactory turns your engineering intent into deployed software — autonomously, deterministically, at scale.