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The complete learning route

From understanding the work
to owning the delivery.

A forward-deployed engineer turns an organization's difficult workflow into a useful, dependable system—and equips other people to own it. This route connects business understanding, software engineering, AI, human judgment and service operations around one project.

6 connected stages12 capability areasShared core + cloud and industry specializations
Find your starting point Developer, architect or new to software

New to software or AI

Start with the vocabulary and engineering workbench. Build and test a small program before moving into agents. Use the 101 explanations whenever a concept is unfamiliar.

Open the first principles library →

Practising developer

Use a reviewed change to establish your coding baseline. Give equal attention to discovery, evaluation, human decisions and receiving ownership—the parts a coding tool cannot decide for you.

Begin with the client workflow →

Architect or technical lead

Bring your systems experience, then demonstrate an actual implementation and recovery. Treat diagrams as claims to verify, and connect platform choices to workload and operating responsibility.

Inspect the integration proof →

Stage 6 of 6

Demonstrate and transfer

Apply domain judgment and prove that another person can receive the work.

11

Industry language & operating judgment

Does the same technical action mean something different in this business?

Choose a domain and learn the meaning of its states, records, decisions and exceptions. Apply technical capability to synthetic administrative scenarios before an authorized field engagement.

Builds onSecurity, privacy & AI governanceEnterprise integration & compatible changeHuman–AI experience & useful adoption

What you need to understand

  • Domain vocabulary and source-of-record boundaries
  • Healthcare administration, eligibility and terminology
  • Financial operations, reconciliation and provisional states
  • Domain reviewer, escalation and evidence requirements

Learn it in context

Healthcare operations: from business language to working proofHealthcare operations specialization
Financial-services operations: evidence before actionFinancial-services operations specialization

Course lessons use your existing training access. The practice workbook and curriculum map are free.

Evidence to bring to review

A domain vocabulary sheet and a reproducible workflow lab whose output does not overstate a business or regulated decision.

Then change one condition

An authorization is recorded but payment is unknown, or credit is provisional. Explain exactly what may be communicated.

Explore industry-specific learning paths
12

Field capstone & receiving ownership

Can someone else challenge, operate and accept the work?

Bring the curriculum together around one project. Defend a changed condition, transfer operations and show what is reusable without assuming the next organization has the same constraints.

Builds onReliability, release & incident operationsHuman–AI experience & useful adoptionIndustry language & operating judgment

What you need to understand

  • Integrated portfolio evidence and changed-scenario defence
  • Receiving-team operation and handover
  • Scope, cost and delivery decisions
  • Reusable components, product feedback and next-engagement discovery

Learn it in context

Human-centered AI delivery & adoptionRun the integrated field assessment
Forward-deployed engineering: client deliveryDefend the client-delivery packet
Prepare for the client screenPrepare an evidence-led explanation

Course lessons use your existing training access. The practice workbook and curriculum map are free.

Evidence to bring to review

One coherent implementation and a reviewer-authored record of demonstrated scope, changed-condition behavior and receiving acceptance.

Then change one condition

The original engineer is unavailable. The receiver must explain the service and recover the demonstrated failure.

Field assessment and receiving-review sheet

Depth without losing the thread

Choose a specialization.
Keep the engineering core.

Build depth in one cloud, compare the boundaries in the others, and choose an industry context. Certification study complements the practical work; vendor exams and field acceptance are separate assessments.

Cloud & NVIDIA systemsGoogle Cloud · AWS · Azure · GPUs and private AITools & domain practiceClaude Code · Codex · LangGraph · MCP · healthcare · financial servicesReturn to first principlesPlain-language definitions, visual explanations and technical vocabulary
Why this curriculum is structured this way Research reviewed 2026-10-23

The route combines published FDE practice with cloud architecture, software delivery, reliability, AI risk, accessibility and economic reasoning. The lessons and exercises are original LockedIn Labs material. These references inform the curriculum; they do not imply vendor endorsement or accreditation.

Completion of reading or a synthetic lab does not establish field competence. The final review needs observed work, domain judgment and a receiving owner in the demonstrated environment.