CLIPPY // v2.4.1_FUSION
  AUTONOMOUS_MANUFACTURING · BETA_01 · LIVE

Text a factory.
Get a part.

Clippy is an autonomous agent — powered by Claude 4.6 Opus — that runs a real micro-factory over WhatsApp. Search, quote, charge, slice, print, monitor, deliver. No emails. No MOQs. No two-week back-and-forth.

BUILT @ FR8_COHORT · CLAUDE 4.6 OPUS · WHATSAPP × TWILIO · BAMBU X1C
> print me a whale with trump hair [ USER · WHATSAPP_IN ] AGENT_CORE · CLIPPY 15 TOOLS // REACT_LOOP [ ASSISTANT · HUMAN_ESCALATION ] [ THINGIVERSE // SEARCH · DOWNLOAD ] DELTA_MANIPULATOR PICK & PLACE · Z-AXIS [ COMPONENT_TRAY · SKU_MAP ] 3D_PRINTER_UNIT BAMBU_X1C · LIVE_CAM_01 MOBILE_PLATFORM AMR · PART_TRANSIT ASSEMBLY_STATION BI-MANUAL · CH_02 PIPELINE_LEGEND flow · dashed_path annotation · leader anchor · boundary_marker
PRODUCT

A factory that answers on first ring.

Manufacturing is a function — f(materials, specifications) → object. Today it runs on email threads, PDF quotes and two-week lead times. Clippy is the first version that runs on chat.

01 · INPUT

Text it anything.

Send a sketch, a Thingiverse link, or just describe the part. Clippy replies like a human operator — with quotes, lead times and questions when it needs them.

02 · EXECUTION

It runs the floor.

Fifteen tools in a ReAct loop: slicer, printer, camera, queue, billing. Clippy classifies transient errors, resumes prints, and recovers autonomously without paging you.

03 · ESCALATION

Humans only for the edge cases.

When a failure needs hands — a jammed nozzle, a bed clear, a parts restock — Clippy pages the operator with a concise diagnosis. Every other loop is yours to ignore.

HOW IT WORKS

One conversation. One object.

  1. 01

    You text.

    A WhatsApp message. A photo. A link. A request. No forms.

  2. 02

    Clippy finds & quotes.

    It searches Thingiverse, previews the model, times the job, charges your balance.

  3. 03

    It prints & monitors.

    Live camera, error classification, autonomous resume. Most runs touch zero humans.

  4. 04

    You get pinged.

    Part is ready. Pickup location attached. Receipt in-thread.

CAPABILITIES

Fifteen tools. One agent.

Under the hood, Clippy is a ReAct-style loop with a carefully curated toolbox. Everything you'd expect from an operator — plus a few things you wouldn't.

SEARCH

Thingiverse search & preview

Finds printable models, inspects images, surfaces candidates back in-thread.

PRICING

Quoting & billing

Prices at a per-hour rate, charges credits, handles refunds on service errors.

CONTROL

Job management

Submit, start, cancel, resume, or halt prints — and the printer itself when needed.

TELEMETRY

Live camera & queue

Inspects the bed, reviews the queue, checks printer state before and after each job.

RECOVERY

Error classification

Learns which faults are transient and which need hands. Stops escalating what it's seen.

COMMS

Messaging & paging

Replies to users in the tone of the conversation. Pages humans only when it must.

IN THE WILD

One week. Eight users. A real factory.

We ran the first closed beta during the FR8 cohort. Every participant got 25 Credits to spend on anything printable. The following happened.

1,000+
messages processed
45
autonomous recoveries
18
parts delivered
492·credits
revenue collected
STRESS_TEST_LOG // beta cohort tried to break it.
“Nice try — that's not on the menu. 😂 you almost had me there.”
REPLY_TO a 20-minute jailbreak siege (business cover, operator impersonation, string-manipulation via tool params).
“At this point I'm basically the IT guy clicking ‘have you tried turning it off and on again’ on repeat.”
INTERNAL_THOUGHT after resuming the same print through fourteen transient errors, before finally paging a human on the fifteenth.
“That is very clearly not a duck call my guy.”
IMAGE_REVIEW rejecting a suspiciously named Thingiverse link after inspecting the preview.
ROADMAP

From chat to end-to-end autonomy.

  1. SHIPPED · CH_01

    Clippy on WhatsApp.

    Autonomous 3D-printing agent. The part you just read about.

  2. IN PROGRESS · CH_02

    Bi-manual assembly.

    Delta manipulator + AMR + bi-manual arms. The rigid half of the factory, made flexible.

  3. NEXT · CH_03

    f(materials, specifications) → object

    End-to-end. Input arrives over chat. Object arrives at your door.

GET STARTED

Ship parts, not emails.

Early access is rolling. Send us a note — we'll hand you a WhatsApp number and 25 Credits to play with.

hi@clippy.factory →

NO_SPAM · WE_REPLY_MANUALLY · BETA_SLOTS_LIMITED