Automata.
    5 min read

    How an on-demand engineering network beats a fixed headcount

    A hire is one person at a fixed cost forever. A network flexes to the project. Here's how we staff work, keep quality high, and let you scale up and down without managing a team.

    Marc Ghannam

    Marc Ghannam

    Co-Founder & Engineer

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    Two engineers collaborating at a workstation in a data center, one seated and pointing at code on screen while a colleague leans in to discuss.

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    Key takeaways

    • Headcount is static, but your workload isn't, so you either overpay for idle time or run short.
    • A vetted, founder-reviewed network flexes capacity to each project without payroll.
    • You get the right specialty for the weeks you need it, and nothing for the weeks you don't.

    The hidden problem with headcount is that it's static and your work isn't. Some weeks need three engineers. Some need none. A salaried hire costs the same either way, which means you're either overpaying for idle time or under-resourced when it counts.

    Engineering you actually need, month by month

    Hours of senior work across a typical first half-year

    Salaried hire, ~160h
    70h
    180h
    40h
    200h
    90h
    130h
    M1M2M3M4M5M6
    Real workload is spiky. The dashed line is a flat salaried hire; highlighted months are the ones a single hire can't cover. Illustrative.Automata.

    How the model works

    Every engagement is led by the two of us. We write code, we own the architecture, and we're on every call. When a project needs more hands or a specific specialty, we pull from a vetted network of senior engineers we've shipped with before. You get exactly the capacity the project needs, and not a cent of payroll for the weeks it doesn't.

    How we keep quality high

    • Vetted, not random. Everyone in the network has shipped with us before. We don't audition strangers on your project.
    • Founder-reviewed. Nothing reaches you without one of us reviewing the work. The network adds capacity, not a quality gamble.
    • Shared standards. One codebase, one set of conventions, one definition of done. Specialists plug into our standards, not their own.
    • Continuity. We stay constant across the whole engagement, so context never walks out the door when capacity changes.

    What it means for you

    No headcount to manage. No bench to pay for. No hiring when you need a specialty for three weeks and no layoff when you don't. You describe the project, and the team sizes itself to fit. That elasticity is the thing a single hire structurally cannot offer.

    You shouldn't have to hire a DevOps engineer for the two weeks a year you need one. You should just have one for those two weeks.
    Marc Ghannam

    Written by

    Marc Ghannam

    Co-Founder & Engineer

    Senior full-stack engineer. Led engineering at a Series A blockchain company and ran a consulting practice advising teams on technical delivery and go-to-market.

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