Visca
Products/Agent Lifecycle Management

Seal

Reproducible bundles for autonomous actors.

Immutable, content-addressed, Sigil-signed bundles. Everything an autonomous actor needs to execute, packaged as a single attestable artifact.

What it is

The role Seal plays.

A Seal Bundle contains everything required to instantiate a specific class of actor at a specific version: behavioral specifications, tool references, model references, memory schemas, and — for embodied actors — firmware, model weights, sensor calibrations, behavior trees. Every Bundle is content-addressed and signed by the issuer's Sigil. Two actors with the same Bundle hash are identical in every behaviorally relevant respect. The unit of reproducible autonomy.

The problem

What goes wrong without it.

Production agents today are rarely reproducible. The prompt was edited in a UI. The tool list was changed via a config push. The model version was upgraded silently. Six months later, a regression appears, and there is no way to recover the exact actor that ran in production a quarter ago. For embodied actors, the problem is sharper: firmware, model weights, and behavior tree changes flow through different channels with no unified versioning.

Capabilities

What Seal does.

A bundle definition

What Seal looks like in code.

bundle "acme/triage" {
  version = "3.2.1"

  behavior {
    type   = "agent"
    prompt = file("./prompts/triage.md")
    tools  = [
      "mcp://zendesk@^2.0.0",
      "mcp://kb-search@1.4.x",
    ]
  }

  model {
    primary  = "anthropic/claude-sonnet-4-6"
    fallback = "openai/gpt-5"
    ceiling  = { tokens = 50000, cost_usd = 0.50 }
  }

  memory {
    schema    = file("./schemas/triage-memory.yaml")
    retention = "30d"
  }

  capabilities {
    requires = [
      "zendesk:tickets:assigned:read",
      "zendesk:comments:assigned:write",
      "kb:articles:public:read",
    ]
  }
}

Open and commercial

Built in the open. Run anywhere.

Seal is delivered through two surfaces: an open-source reference in Lattice Runtime (MPL 2.0), and a managed, enterprise-grade delivery in Visca Cloud. Features in the open never move behind the paywall.

Open

Lattice Runtime — open foundation

MPL 2.0 · self-hostable · foundation-track governance

  • ·Bundle format specification
  • ·Reference builder
  • ·Local Bundle registry
  • ·Bundle verification primitives

Commercial

Visca Cloud — managed delivery

Hosted SaaS · self-managed · hybrid · air-gapped

  • ·Hosted multi-tenant Bundle registry
  • ·Signing infrastructure with HSM-backed keys
  • ·Bundle vulnerability scanning at scale
  • ·Mirror and proxy for upstream public registries
  • ·Provenance attestation (SLSA-level)
  • ·Bundle policy enforcement on apply

ALM · same pillar

Seal works with

Across the platform

Composing with the other pillars.

The autonomy economy is shipping

Do autonomy right.

Build, run, and trust autonomous systems on an integrated platform — software, embodied, and hybrid. Open foundation. Enterprise cloud. No license rug-pulls, ever.