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S4 · AI Engineering & Orchestration · L3 APPLY

Evaluated Delivery System

Put an evaluation gate in front of every AI-assisted change: cases, evidence, release policy and rollback.

Best for: Teams that want every AI-assisted change to pass an evaluation gate before it ships.

$99 one-time · includes L0-L3 of S4 · AI Engineering & Orchestration

Get L3 APPLY for $99 · our storeSee the whole series

Paid purchases: 7-day money-back guarantee and at least six updates a year for five years, as set out in the terms.

What you paid for any lower level of the same series counts toward any higher level (L1 START at $19 makes L4 SCALE cost $130). To claim it, email hello@nobrainer.tech with your receipt (how the credit works).

Need copies for colleagues? Each person gets their own copy; email hello@nobrainer.tech.

S4 · AI Engineering & Orchestration L3 APPLY: Evaluated Delivery System, product artwork

You walk away with

  • An evaluation contract, a release evidence plan, a recovery record and a decision note, as JSON, Markdown and HTML.
  • A gate that compares baseline and candidate runs against your metric policy and returns a verdict.
  • CI kit: a run-gate script, GitHub Actions and GitLab CI gates, a scheduled re-evaluation workflow, pre-commit and make.
  • Templates for a policy, run CSVs, a decision record, RACI (responsible, accountable, consulted, informed), risk register and typical and hard cases.
  • A worked second scenario and 79 automated tests.

What the workflow does

Connect workflow evaluation, release evidence and recovery to an AI engineering delivery path.

Bring

  • orchestration runbook
  • evaluation cases
  • release policy
  • rollback boundary

Leave with

  • evaluation contract
  • release evidence plan
  • recovery record
  • decision note

What is in the package

Includes L0-L3 of S4 · AI Engineering & Orchestration: Engineering Context Map, Tool Boundary Review, Orchestration Runbook and Evaluated Delivery System.

You need: Node.js 22 and a terminal.

Each package is a working workflow with tested code, a runnable example, recovery steps and an HTML report, plus an English and Polish guidebook that explains the method. The workflow is the product; the guidebook supports it.

Prices are cumulative: each price covers that level and every level below it, so the catalog shows no sums or savings.

What the guidebook covers

  • Required coverage is a gate
  • Metric directions, units, and tolerance
  • Hard bounds are absolute
  • Worked decision: keep the successful case and expose the release blocker
  • Record the owner decision and resume the right path

The guidebook extends the workflow with the reasoning and adaptation guidance. It is not evidence that a result has already run in your environment.

Use it safely

Use sanitized inputs inside a declared boundary and review every proposed action. The workflow stops when evidence, authority or an owner decision is missing.

The included code runs on your machine, makes no model calls and needs no AI tool. If you want an assistant to help draft the input, the onboarding guide shows how; you review the result before anything is acted on.

Next level

L4 SCALE, Engineering Operations Blueprint, adds owners, signals, change control and a recovery route checked against your drill record, across teams.

See L4 SCALE: Engineering Operations Blueprint · Open it in our store · See all five levels

Polski