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How Forward Deployed Engineering is done at Factory — Eno Reyes
Takeaway
Forward deployed engineering scales when customer work improves reusable product capabilities.
Summary
- Factory positions deployed engineers as a feedback channel from enterprise customers into the product, rather than a bespoke consulting delivery team.
- A software factory connects incoming signals to prioritization, implementation, validation, deployment, and new operational signals.
- Factory’s Droid provides a model-independent harness, access to traces and data, centralized governance, and optional air-gapped operation.
- Deployed engineers help customers assemble these systems and expose product gaps so future installations become easier.
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Original description
Factory's forward deployed engineers sit at the tip of the product, embedded with the largest customers and piping a constant stream of real world signals back into how the agent, Droid, gets built. Eno Reyes frames the whole thing as a software factory: signals flow in from the outside, become plans, pass through validation stages, and come out as shipped outcomes, a loop most orgs run badly until they actually invest in the system around it. The non negotiable piece is a model independent harness the customer owns, so the traces and the data stay theirs and Droid can even run air gapped inside their environment. The frontier is autonomy. Factory scores a codebase on how agent ready it is, whether it runs linters and type checkers and how much of the work an agent can finish and verify without a human, and the payoff shows up on jobs like migrating 30 to 50 million line equities systems at a bank. Push too hard, though, and you hit the trap Eno Reyes borrows from city planning: an exemplar city built too far ahead of its time becomes a theme park, not a place people live. So the forward deployed job is a balancing act, moving customers up the autonomy curve fast enough to matter but not so fast that nothing holds, which is why the role now leans as much on business judgment as on engineering. Speaker info: https://x.com/EnoReyes / enoreyes https://enoreyes.com/ Timestamps: 0:00 - Introduction: where forward deployed sits 2:08 - The role inside the customer's environment 3:49 - The tip of the spear of the product 5:03 - The software factory: signals in, outcomes out 6:57 - Why you own the agent harness 8:11 - Air gapping Droid inside the customer 10:08 - The autonomy maturity model 12:05 - Making a codebase agent ready 14:53 - Migrating 40 million line codebases 16:38 - The city of the future analogy 18:34 - Constrained autonomy and legal droid 20:04 - Redefining the forward deployed role