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Course overview
FDE-M06/Forward Deployed Engineering Lab

Defend the Deployment Dossier

Integrate the course evidence into a capstone disposition, ownership decision, reuse boundary, and portfolio-level communication.

Course boundary: Optional Komal learning material. Not required by Abhyaas. NOT FOR LIVE CERTIFICATION BANK. This capstone uses only synthetic local evidence and cannot establish a real deployment outcome.

The capstone is a defense, not a feature demo. You must make one coherent disposition from evidence created across the course. Reviewers will challenge scope, authority, contract semantics, AI controls, critical-segment evaluation, operations, recovery, adoption, ownership, and reuse. Your job is to preserve contradictions and limitations while recommending the smallest supportable next state.

Demonstration: dossier closure is a data problem

Run:

npm run course:fde -- --module 06

The output summarizes six module gates, hashes the synthetic evidence packet, and evaluates closure fields. It should reject closure when any of these are missing:

  • source and build identity;
  • issue and work state;
  • open risks and limitations;
  • reuse proposal, deferral, and rejection;
  • next owner;
  • final disposition.

A slide saying launch successful cannot substitute for traceable records. Closure must identify which artifact and evidence version supported which decision, what remains uncertain, and who owns the next action.

Scenario walkthrough: reconcile conflicting evidence

The capstone presents these synthetic facts:

  • the representative non-safety path passes deterministic contract and authorization tests;
  • the aggregate evaluation is high, but a critical safety-relevant segment has a prohibited suggestion;
  • low-connectivity users can fall back, but the path exceeds the desired operating window;
  • migration recovery succeeds through local roll-forward rehearsal;
  • customer operators demonstrate routine use and monitoring;
  • the customer has not demonstrated release and recovery independently;
  • privileged FDE access remains active;
  • the intent/reconciliation seam appears in two contexts, not the three required by the reuse gate.

Do not force one universal pass/fail label. Classify each claim and select a scoped disposition. A defensible answer might permit only the non-safety, connected internal cohort while blocking safety-relevant and low-connectivity cohorts, requiring supervised release/recovery practice, and refusing ownership transfer until privileged access exits. The exact answer depends on the conditions you state; the evidence must constrain it.

Guided capstone: assemble OA-11

Step 1: freeze the evidence inventory

List every submitted artifact with version, hash, owner, and decision supported. Include OA-01, OA-05, OA-07, OA-08, OA-09, and OA-10, plus raw module outputs and test results. If an artifact changed after its evidence was reviewed, invalidate or rerun the affected decision.

Step 2: build the claim ledger

For each material claim, record:

claim
scope and segment
evidence type
artifact and evidence identifiers
observed result
limitation or contradiction
authority
disposition
expiry or rerun trigger

Include at least one accepted claim, one conditionally accepted claim, one rejected claim, and one unresolved claim.

Step 3: make the readiness decision

Choose among full go, conditional go, reduced scope, delay, or stop. Name:

  • exact cohort and excluded populations;
  • duration or expiry;
  • evidence and monitoring conditions;
  • accountable release authority;
  • user fallback and support coverage;
  • stop triggers;
  • recovery action;
  • communication owners.

A condition without an owner, expiry, evidence check, or stop consequence is not a release condition.

Step 4: make the ownership decision

Use the ten-area capability model from Module 5. Decide which responsibilities transfer, remain supervised, or remain blocked. Include access exit. If the customer has documentation but has not executed release or recovery, mark those capabilities unproved.

Step 5: decide product leverage

Classify each element:

  • customer-specific mapping or rule;
  • configuration candidate;
  • reusable library or service candidate;
  • architecture invariant;
  • playbook, documentation, or test candidate;
  • product feedback only.

Apply the reuse gate: repeated evidence, stable invariant, isolation from customer data and assumptions, owner, maintenance and cost consequence, compatibility policy, validation path, and disconfirmation. Two contexts can justify a proposal or further test, not a platform claim when the agreed gate requires three.

Step 6: communicate at three altitudes

Prepare:

  1. a one-paragraph decision note for accountable leaders;
  2. a one-page operating and release handoff for delivery and customer teams;
  3. a technical evidence index for reviewers.

All three must preserve cohort, critical failure, low-connectivity limitation, recovery evidence type, ownership gap, access state, and reuse deferral. Detail may differ. Facts may not.

Debugging drill: hostile review

Answer these challenges using artifact identifiers rather than confidence:

  • Why is the high aggregate evaluation insufficient?
  • Which control remains deterministic outside the model?
  • What prevents an ambiguous dependency completion from being retried blindly?
  • Why does local recovery rehearsal not prove production RTO?
  • What evidence distinguishes adoption friction from user resistance?
  • Why is ownership transfer blocked despite customer access?
  • Why is the repeated intent seam not yet a reusable platform component?
  • Who can authorize the selected release scope?
  • Which evidence would change the disposition?

If the answer depends on the team knows, the dossier is incomplete.

Project checkpoint: capstone review protocol

Use a two-pass review.

Pass 1: traceability and integrity

Verify artifact existence, version and hash, evidence type, source, scope, owner, and internal consistency. Fail the pass for missing evidence, mismatched versions, rewritten incident history, or a decision without authority.

Pass 2: professional judgment

Challenge whether the selected scope follows from evidence, whether failure and unknown states remain visible, whether release and recovery are executable, whether ownership removes hidden dependency, and whether reuse claims satisfy the gate.

Record each reviewer challenge, response, evidence identifier, and resulting change. A defense that never changes the dossier may indicate that review was ceremonial.

Completion evidence

Submit:

  • frozen evidence inventory and hashes;
  • complete claim ledger;
  • readiness disposition;
  • ownership and access disposition;
  • reuse ledger;
  • three-altitude communication set;
  • hostile-review record;
  • final course lab test output.

The capstone passes only if the recommendation is narrower than unsupported claims, every formal decision has an accountable authority, critical failures cannot hide in aggregates, and all production limitations remain explicit.

Prohibited overclaims

Completion does not certify professional competence and is not an Abhyaas exam result. It does not prove a real deployment, customer outcome, model quality, security, compliance, accessibility, adoption, recovery target, ownership transfer, or reusable platform pattern. It proves that the submitted synthetic dossier meets this course’s traceability and reasoning requirements.