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Moolaii/Agents
04 / MOOLAII AGENTS

Intelligence
that works.

Five planned specialists, each with a job, inputs, and outputs you can inspect. They are not online. The RTL agent is an internal prototype. The rest are planned.

MLI // AGT5 AGENTS · PLANNED
AGENT-001Planned
CO

Coder

CODE / DEBUG / BUILD

Implements production software and engineering automation with repository-aware reasoning.

Inspect agent
INPUT

Issue · repository · constraints

OUTPUT

Code changes · tests · build report

EXAMPLE WORKFLOW
  1. 01Inspect context
  2. 02plan change
  3. 03implement
  4. 04test
  5. 05summarize
AGENT-002Planned
RE

Researcher

READ / CONNECT / DISCOVER

Synthesizes papers, specifications, datasets, and internal knowledge into traceable findings.

Inspect agent
INPUT

Research question · source corpus

OUTPUT

Evidence map · synthesis · citations

EXAMPLE WORKFLOW
  1. 01Frame question
  2. 02retrieve sources
  3. 03compare evidence
  4. 04report
AGENT-003Internal prototype
RT

RTL

DESIGN / VERIFY / OPTIMIZE

Creates and refines synthesizable hardware descriptions against architecture and timing intent.

Inspect agent
INPUT

Microarchitecture · interface spec · PPA goals

OUTPUT

RTL · assertions · lint and simulation notes

EXAMPLE WORKFLOW
  1. 01Parse spec
  2. 02draft modules
  3. 03lint
  4. 04simulate
  5. 05optimize
AGENT-004Planned
AR

Architect

PLAN / MODEL / DESIGN

Explores system trade-offs and converts product requirements into implementable architecture.

Inspect agent
INPUT

Requirements · workloads · constraints

OUTPUT

Architecture · interfaces · decision record

EXAMPLE WORKFLOW
  1. 01Model workloads
  2. 02compare options
  3. 03define boundaries
  4. 04hand off
AGENT-005Planned
RE

Reviewer

ANALYZE / VERIFY / IMPROVE

Reviews software, RTL, and technical decisions for correctness, risk, and maintainability. It recommends whether to approve. The engineer makes the final decision.

Inspect agent
INPUT

Change set · standards · test evidence

OUTPUT

Findings · risk rank · recommendation

EXAMPLE WORKFLOW
  1. 01Inspect delta
  2. 02trace behavior
  3. 03challenge assumptions
  4. 04recommend
HOW A RUN WORKS

From brief to evidence.

01

Brief

State the goal
02

Context

Load repo & specs
03

Plan

Propose the steps
04

Execute

Use real tools
05

Verify

Test the result
06

Report

Show the evidence
OPERATING PRINCIPLES

Agents you can trust.

AG-01

Human in the loop

The Reviewer recommends. The engineer decides whether to approve.

AG-02

Evidence first

Every claim ships with the tests, logs or sources behind it.

AG-03

Tool-native

They work in your repositories, simulators and terminals.

AG-04

Auditable

Each run keeps a full history you can inspect and replay.

Moolaii — Deep Intelligence · SemiconductorPRIVATE PREVIEW · RTL FIRST

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