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KNKomal Nakrani
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Optional/Self-paced guided lab

Forward Deployed Engineering Lab

Practice the decisions between an ambiguous request and an ownable production path

A provider-neutral guided lab course for practicing evidence-led discovery, bounded implementation, failure diagnosis, release and recovery, stabilization, and customer ownership with a fully synthetic deployment.

Start module 1Open the book
01/Capability at exit

What you will be able to produce

  • Convert an underspecified request into a bounded outcome, authority map, and evidence plan.
  • Diagnose contract, identity, data, policy, model, dependency, and reconciliation failures without hiding unknown state.
  • Assemble verification, telemetry, release, recovery, and readiness evidence into an explicit disposition.
  • Run a synthetic incident and transfer operation, access, decisions, change, and support without retaining hidden dependency.
  • Defend a complete capstone dossier while preserving limitations and rejecting unsupported production claims.
02/Before you begin

Prerequisites

  • Comfort reading JavaScript modules and command-line test output.
  • Familiarity with APIs, data contracts, authorization, testing, and production operations.
  • A local Node.js 20 or newer runtime; no cloud account or external service is required.
03/Course sequence

Six evidence gates

01Frame a Deployed OutcomeTurn a chatbot-shaped request into a bounded workflow claim, authority map, discovery plan, and stop conditions.90 min02Bind the Real BoundaryTrace a representative intent through contracts, identity, data, environment, dependencies, ownership, and controlled failure.105 min03Bound AI and Prove BehaviorPlace a model inside deterministic policy, qualified approval, segmented evaluation, traceable verification, and explicit limitations.105 min04Operate, Release, and RecoverConnect promise-linked signals to diagnosis, progressive release, migration evidence, restoration, and an honest recovery rehearsal.105 min05Stabilize and Transfer OwnershipWork inside accountable incident command, correct systemic conditions, diagnose adoption friction, and prove customer capability and access exit.90 min06Defend the Deployment DossierIntegrate the course evidence into a capstone disposition, ownership decision, reuse boundary, and portfolio-level communication.105 min