ANL / Agent-Native Layer
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Agent-NativeLayer.

Give agents capabilities. Not guesses.

Discover what existing software can do.
Qualify the operations. Verify what actually happened.

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BENCHMARKS PENDING
ANL
—sec / task
Qualified execution
Baseline computer-use plugin
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Same task · same environment
Relative speed
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Baseline / ANL
Placeholders only. No measured results or speed claims are available yet.
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05 / VERIFIER Independent checks challenge expected and forbidden effects.

A click is not
an outcome.

Agents can operate an interface. But did the right record change? Did it persist? Was the action even permitted? An acknowledgement is not an answer.

INTERMISSION / WHY ANL

Software was built for people. Agents deserve capabilities they can trust, outcomes they can prove, and the honesty to say unknown.

THE SYSTEM, TAKEN APART

Every layer, in its place.

01Existing agentYour agent, unchanged
02SDK / gatewayTyped capabilities only
03Certification & controlRegistry, policies, qualification
04Endpoint workerObservation IR, bounded actions
05Target appUnmodified software
06Independent verifierVERIFIED / FAILED / UNKNOWN

From visible interfaces.
To qualified capabilities.

Success is a hypothesis.
Put it to the test.

ILLUSTRATIVE SANDBOX WALKTHROUGH — NOT LIVE PRODUCT
01 / EXISTING AGENT RECEIVES A PROMPT

“Approve invoice INV-1042 if authorized, and confirm the change persisted”

candidate
ApproveInvoice
typed target
INV-1042
permission
invoice.approve · authorized role required
expected
status: pending → approved
forbidden
Any other invoice changed; unauthorized approval
02 / SELECT A SYNTHETIC TEST CASE
VERIFIED

The expected change is re-observed on the correct record after a fresh context. Illustrative verification only: this does not establish authoritative backend truth.

DEMONSTRATION DATA ONLY / Capability certification is not an invocation verdict. A fresh observation of the same UI is not an independent external authority.

Not all evidence
is equal.

E2

Fresh UI readback

The expected state was read back through a fresh authorized observation. This is visible-interface evidence, not proof of an authoritative backend state.

UNKNOWN IS A VALID RESULT.

Built for the software
you already have.

An infrastructure layer for the tools you already run. Not a new agent. Not a replacement application.

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