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MT-01, turbo-compound drive, from the compressor inlet side

Software,
built like
machinery.

Senior software engineering.

We design and build software end to end: products, platforms and the integrations behind them. Our speciality is agentic AI, built to run every day, at scale, under your own rules.

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It starts with what comes in.

Your process, your data, your constraints. We take the problem as it stands: the systems you already run, the rules you answer to, and the people who have to trust the result.

MT-01, turbo-compound drive in profile, its parts numbered as in the list
Title
General arrangement
Unit
MT-01Turbo-compound drive
  1. InputCompressor inletrequests, documents, data
  2. ContextCompressorgathers what the run needs
  3. ModelTurbinewhere the work is done
  4. FeedbackShaftwhat a run learns drives the next
  5. LimitsWastegatebudget, rate, permissions
  6. TracingOil feedevery step recorded
  7. Audit logExhausteverything that leaves is kept
  8. OrchestratorSun gearhands out the work
  9. AgentsPlanet gearsfour, turning at once
  10. GuardrailsRing gearkeeps the agents on course
  11. ResultOutput shaftone answer, one action

Then the work.

Agents plan, call tools, check their own output and go again.

  • Orchestration of many agents
  • Tools and integrations
  • Evaluation on every change

What a run learns is fed back in, so the next one starts ahead of the last.

Example run

taskfill a Tech Lead vacancy
  1. Queued
    • $run fill-vacancy --role tech-lead
    • statusqueued
    • statusstarting
  2. Setup
    • agentssourcer · screener · scheduler · reviewer
    • toolsats · linkedin · whatsapp · calendar
    • limitsweekdays 09:00 to 18:00 · one first message per person
  3. Input
    • input2,300 candidates
    • input14 requirements
    • policyconsent and AI disclosure on
  4. Plan
    • plan5 steps
    • 1find and rank matching candidates
    • 2reach out and answer replies
    • 3screen, then book the intake
  5. Act
    • callats.search("tech lead", region)
    • calllinkedin.invite(candidate 0412)
    • retrycalendar timeout, attempt 2 ok
    • callwhatsapp.screen(candidate 0412)
  6. Evaluate
    • eval212 checks
    • pass209
    • fail3, back to screener
  7. Learn
    • learn3 failures, 1 new rule
    • ruleask the notice period before salary
    • run 2starts ahead
  8. Orchestrate
    • flowsourcer > screener > scheduler > reviewer
    • guard2 messages held back by policy
    • output1 shortlist
  9. Delivered
    • shippedsee the work
  10. Inspect
    • trace4,812 steps, all recorded
    • auditexported
    • handoverrunbook written
  11. Done
    • done5 of 5 intakes booked
    • waiting1 decision for the recruiter

Many agents, one output.

Three products built around agents, each geared to one result. There is room for a fourth:

MT-01, turbo-compound drive, the gear face: four planet gears around the sun gear

  1. Jaicob

    Agent platform for recruitmentIn production

    shippedoutput 1 of 3jaicob.ai
    Jaicob, Agent builder
    1. 01Agent builder
    2. 02Agent overview
    3. 03Studio

    Recruiters build their own agents in conversation. The agents source and score candidates, reach out, screen and book intakes, and hand the decision back when they are unsure.

    • Agents built by chat
    • Approvals before anything risky
    • Every run reported

    jaicob.ai (opens in a new tab)

    Jaicob, Agent overview
    02Agent overview
    Jaicob, Studio
    03Studio

  2. Everseason

    Season registration for youth sports clubsIn production

    shippedoutput 2 of 3everseason.ai
    Everseason, Club home
    1. 01Club home
    2. 02Registration agent
    3. 03Results

    Two agents run the season. One fills it: chases missing details, answers parents, offers open spots. One follows up payments. Refunds and financial aid always go to a person.

    • Two agents per club
    • Hands off to a person by rule
    • Results counted in money brought back

    everseason.ai (opens in a new tab)

    Everseason, Registration agent
    02Registration agent
    Everseason, Results
    03Results

  3. Nora

    Care assistant for family carersBefore launch

    shippedoutput 3 of 3meetnora.care
    Nora, Website
    1. 01Website
    2. 02How it works
    3. 03Ask Nora

    Photograph a letter from the hospital or the council. Nora turns it into appointments and actions, and writes one update for the whole family.

    • Reads letters, mail and voice
    • You approve every step
    • One update for the family

    meetnora.care (opens in a new tab)

    Nora, How it works
    02How it works
    Nora, Ask Nora
    03Ask Nora

The fourth is yours.

One planet is still free.

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MT-01, turbo-compound drive, taken apart stage by stage

Nothing hidden.

Every stage can be opened, tested and replaced. That is what enterprise-grade means to us.

  1. Guardrailswhat the system may and may not doRing gearGuardrails
  2. Evaluationmeasured before it ships and while it runsTurbineModel
  3. Observabilityevery step tracedOil feedTracing
  4. Handoveryour team can run itOutput shaftResult
MT-01, turbo-compound drive, the ring gear and a planet gear up close

Put it to work.

Tell us what you need built.

Start a project

Opens a mail draft to remco@mulders.tech