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Design the integration surface

Illustrative SDK and CLI patterns for how LeanLogix could expose compression, benchmarking, and private deployment workflows. This page describes a concept surface, not a published API, downloadable toolkit, or production-ready runtime.

Concept

Status — illustrative, not a shipped SDK

2

Illustrative API shapes (Python · Swift)

5

Illustrative CLI command shapes

Review

Default boundary for every publish path

Illustrative API shape

What a future interface might look like

Reader-safe pseudocode showing what a future LeanLogix interface might look like once packaging, authentication, and evidence rules are defined.

Illustrative deployment request

python

Pseudocode for the kind of packaging request a future LeanLogix interface might expose.

1# Pseudocode only - not a published SDK
2request = {
3    "workflow": "private-ai-packaging-review",
4    "source_model": "candidate-small-model",
5    "target_environment": "mobile-or-edge",
6    "precision_goal": "int4",
7    "evidence_requirements": [
8        "hardware-profile",
9        "latency-method",
10        "quality-rubric",
11        "approval-boundary"
12    ]
13}
14
15result = plan_deployment(request)
16
17print(result["next_artifact"])

Illustrative runtime call

swift

Reader-safe pseudocode showing a future runtime review path, not a downloadable implementation.

1// Pseudocode only - illustrative runtime flow
2let request = RuntimeReviewRequest(
3    packageId: "candidate-runtime-package",
4    targetEnvironment: .approvedRuntime,
5    reviewMode: .concept
6)
7
8let result = reviewRuntimeRequest(request)
9
10print(result.nextStep)
11// Output might describe packaging notes, evidence gaps, or approval tasks

Illustrative CLI shape

One review flow. Clear boundaries.

The command examples are concept-only. They describe how LeanLogix could frame intake, evidence design, packaging review, and internal approval before a real developer product exists.

Scope review
Packaging path
Approval rules
Evidence checklist
Pseudocode only
lx-cli — illustrative

Illustrative command shape for opening a concept brief

$lx init concept-lane

Illustrative command shape for defining the starting model and deployment context

$lx scope --target mobile-or-edge --mode review

Illustrative command shape for attaching the evidence checklist

$lx evidence --add hardware-profile --add latency-method

Illustrative command shape for naming the packaging path without implying a shipped runtime

$lx package --target approved-runtime --status concept

Illustrative command shape for keeping the next step inside a review boundary

$lx publish --mode internal-review