Fabria · Agentic Tool & Workflow Foundry

The agent that builds
how other agents work.

When an agent needs a new capability, it calls Fabria. Fabria designs the tool, composes the workflow, proves it against real scenarios, and publishes it within policy—ready for the requesting agent to use.

See the build loopGet a demo
  • Agent-to-agent requests
  • Autonomous releases
  • Policy-bounded execution
FABRIA / capability compiler
BUILD 1048 · ACTIVE
REQUESTING AGENTCONNECTED
Renewal Agentagent://revenue/renewal
capability.request

Prepare an evidence-backed response for enterprise security reviews.

Systems
Drive · CRM · Trust Center
Constraint
Approved evidence only
Success
Review-ready package

FABRIA

Building capability
  1. Mission interpreted
  2. Tool contract generated
  3. Workflow composed
  4. Running proof suite
Policy sandbox: revenue-agents/prod
CAPABILITY PACKAGEv1.0.0
Tool contractsecurity_evidence.lookup
READY
Workflow graphsecurity_review.prepare
READY
Policy manifestapproved-evidence-only
BOUND
Scenario suite18 / 18 passed
PROVED
capability.readyRegistering with Renewal Agentautonomous publish · trace enabled · rollback ready
Agent needs a capabilityFabria builds and publishes itAgent gets to work

The autonomous build loop

From missing capability
to production-ready.

Fabria does not hand another agent a prompt or a sketch. It delivers a complete, versioned capability that can be invoked, observed, and recovered in production.

  1. 01

    Request

    A target agent declares the capability it is missing, the outcome it needs, and the constraints it must respect.

  2. 02

    Interpret

    Fabria resolves the mission into systems, permissions, success criteria, edge cases, and operational boundaries.

  3. 03

    Build

    It generates purpose-built tools with explicit inputs, outputs, authentication, and failure behavior.

  4. 04

    Compose

    It connects those tools into a workflow with decisions, recovery paths, policies, and state transitions.

  5. 05

    Prove

    It runs the capability against realistic scenarios, restricted actions, missing data, and tool failures.

  6. 06

    Publish

    It versions, deploys, and registers the capability for the requesting agent—inside its authorized policy sandbox.

The interface between agents

A mission goes in.
A capability comes back.

A compact request gives Fabria enough intent and constraint to build. A complete package gives the target agent everything it needs to execute.

INPUT CONTRACTCapabilityRequest
agent → fabria
targetAgent
"agent://revenue/renewal"
mission
"Prepare enterprise security reviews"
requiredOutcome
"Evidence-backed response package"
systems
["drive", "crm", "trust-center"]
constraints
["approved-evidence-only"]
successCriteria
"review_ready === true"
OUTPUT CONTRACTCapabilityPackage
fabria → agent
tools
["security_evidence.lookup"]
workflow
"security_review.prepare"
tests
"18/18 passed"
policies
["approved-evidence-only"]
version
"1.0.0"
deployment
"published"
rollback
"capability://security-review@0.9.2"

One request, one complete build

Renewal Agent needed
a security-review capability.

Fabria discovered the required systems, generated a scoped evidence tool, composed the review workflow, proved the failure paths, and registered the release—without a manual build step.

01

Tool contract

security_evidence.lookup

Typed inputs · scoped access · explicit errors

Generated
02

Workflow graph

security_review.prepare

6 states · 2 recovery paths · 1 policy gate

Composed
03

Scenario suite

security_review.v1

18 scenarios · boundary and failure coverage

Passed
04

Release package

capability://security-review@1.0.0

Policy manifest · trace hooks · rollback reference

Published

Renewal Agent

New capability registered
capability://security-review@1.0.0READY TO INVOKE

Autonomous by design

Autonomous does not mean
unconstrained.

Fabria can publish without a human approval gate because its authority is explicit before the build starts. Every capability must remain inside the same enforceable policy sandbox.

POLICY SANDBOXrevenue-agents / production
01

Permissions

Least privilege

Generated tools can only access systems and actions granted to Fabria and the target agent.
02

Budget

Bounded execution

Build time, compute, model usage, and external actions stay inside explicit operating limits.
03

Evidence

Full trace

Every design decision, generated artifact, test result, and release remains inspectable.
04

Recovery

Version + rollback

Every capability is immutable by version and ships with a known recovery point.

Autonomous publish enabled

4 controls enforced · trace continuous · rollback available

After the release

It watches performance.
Then proposes the next build.

Fabria reads capability telemetry and identifies where tools, workflows, or policies can improve. It packages that evidence into a change proposal; the live capability remains unchanged until a new build is requested.

security-review@1.0.0
LAST 30 DAYS

Success rate

96.4%+1.8%

Policy exceptions

0.7%stable

Recovery use

4.2%-0.6%
CHANGE PROPOSALfabria/proposal-026

Add a regional evidence fallback.

APAC requests use the recovery path 2.4× more often because one regional source is not represented in the lookup tool.

  • Update tool contract
  • Add 4 regional scenarios
  • No live change applied
READY FOR NEXT BUILD

Capabilities agents can request

New hands, new pathways,
new ways to recover.

Fabria builds narrowly scoped capabilities around a target agent's mission—not a generic catalog of tools every agent can use.

01

Knowledge tools

Ground an agent in the right source, not every source.

Search · retrieve · cite · verify

02

Action tools

Give an agent one precise way to act in a business system.

Read · create · update · reconcile

03

Cross-system workflows

Coordinate a business outcome across tools, teams, and state.

Trigger · decide · act · recover

04

Exception handlers

Teach an agent what to do when the normal path breaks.

Detect · contain · reroute · record

Fabria · Agentic Tool & Workflow Foundry

Give Fabria a mission.
It equips the agent behind it.

Start with one agent that needs a capability. Fabria turns that need into a tested, policy-bounded release the agent can use.

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