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Vedya Vedya

Module 10: Forward Deployed Engineering

Goal

Section titled “Goal”

Learn to deliver useful systems in messy real-world conditions.

The Mental Model

Section titled “The Mental Model”

Forward deployed engineering is product, engineering, operations, and user workflow ownership combined.

listen -> map workflow -> find constraint -> prototype -> harden -> deploy
       -> observe -> train -> iterate

Analogy

Section titled “Analogy”

A forward deployed engineer is like a field doctor with an engineering kit. They must understand the patient, diagnose the real issue, use available tools, act fast, avoid harm, document treatment, and follow up.

What Makes Field Work Different

Section titled “What Makes Field Work Different”

The problem is rarely just “build feature X.”

Real constraints include:

  • Users do not describe requirements cleanly.
  • Existing data is messy.
  • Permissions are political.
  • Integrations are brittle.
  • Budgets are limited.
  • Demos can lie.
  • Adoption matters.
  • Production failures damage trust.

The Field Loop

Section titled “The Field Loop”

forward deployed loop

User conversationFind the real workflow.
Workflow mapDraw steps, handoffs, pain.
ConstraintSecurity, data, timing, adoption.
PrototypeSmall testable capability.
ValidationUser proves it helps.
HardenTests, auth, ops, docs.
DeployRelease into the field.
OperateSupport, train, iterate.

Scenario

Section titled “Scenario”

A support team spends hours reading ticket history before responding. Build a workflow that:

  • Summarizes ticket context.
  • Drafts a response.
  • Requires human approval.
  • Records audit history.
  • Allows rollback or disablement.

Field Questions

Section titled “Field Questions”
  • What does the user do today?
  • Where is the time lost?
  • What data is trustworthy?
  • What should never be automated?
  • Who approves generated output?
  • What happens when the model is wrong?
  • What would make users stop trusting the system?
  • How will you train the team?

Deliverable Shape

Section titled “Deliverable Shape”

The solution must include:

  • Workflow map.
  • System diagram.
  • Data access rules.
  • Prototype.
  • Human approval path.
  • Audit trail.
  • Failure handling.
  • Deployment/runbook.
  • User handoff.
  • Post-launch observation plan.

Agentic Angle

Section titled “Agentic Angle”

Use agents as field accelerators:

  • Summarize interview notes.
  • Turn workflow into requirements.
  • Draft diagrams.
  • Generate test cases.
  • Review security and privacy risks.
  • Draft user handoff notes.

Manually verify anything tied to user trust, data, permissions, or deployment.

Tasks

Section titled “Tasks”
  1. Create portfolio/10-forward-deployed-engineering/workflow-map.md.
  2. Interview or simulate two users.
  3. Map current workflow.
  4. Identify the biggest constraint.
  5. Build a prototype.
  6. Harden one critical path.
  7. Add audit and approval.
  8. Write a runbook.
  9. Write a user handoff.
  10. Run a demo and collect feedback.

Done When

Section titled “Done When”
  • The solution maps to a real workflow.
  • A non-builder can use it.
  • The system can fail safely.
  • There is a deployment and rollback path.
  • User feedback changes the next iteration.