MRGI EVOLVE / APPLICATION MODERNIZATION

COMING SOON

Inspect software.
Plan a tested migration.

Assess applications you are authorized to modify, compare existing and proposed behavior, and review modernization changes against regression evidence.

For authorized engineering teams modernizing applications they own or have permission to assess.

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Concept image of MRGI Evolve comparing an existing and proposed application, with project files, scoped tasks, and regression results. — **AI-generated interface concept**
A modernization workbench comparing application behavior, with project context, authorized task scope, and reviewable regression findings.
Proposed design with synthetic content. This is not a released application; features and appearance may change.

Interactive demo Feature breakdown The MRGI direction Full workflow guide ↗

EXPLORE THE IDEA / HANDS ON

Compare behavior against an expectation.

Switch between a matching and regressed synthetic result, then run a structured comparison to see the changed fields.

INTERACTIVE BROWSER LAB

A small example.
A closer look.

Switch between a matching and regressed synthetic result, then run a structured comparison to see the changed fields.

Synthetic inputs. Local computation. No uploads.

This compares local JSON fixtures only. It does not inspect external software, execute code, or prove full functional equivalence.

Read the full Evolve workflow guide

Explore the future interface design

Inside MRGI Evolve

INTERFACE CONCEPT

EoMRGI Evolve

North tools / migration assessmentSYNTHETIC PROJECT

OBSERVED BEHAVIOR

import_sample()
  rows: 24
  total: 106
  report: generated

PROPOSED TARGET

import_sample()
  rows: 24
  total: 106
  report: review needed

Import workflowExample match

Calculation outputExample match

Report exportReview difference

Illustrative comparison · No application has been executed.

3 example scenariosConcept UI · No files processed

Original interface mockup with synthetic content. This is a design concept, not a screenshot of a released application. Switch views to explore the proposed workflow.

01 / THE WORK BEHIND THE WORK

Modernization measured against explicit functional acceptance evidence.

A new interface or framework is not proof that a migration succeeded. Evolve is being explored around repeatable observations, authorized changes, and regression evidence that shows which important behaviors were preserved.

Where it stands

The source foundation is imported. The MRGI modernization workflow is exploratory; sandbox guarantees and end-to-end equivalence testing are not yet validated.

02 / THE PLANNED TOOLKIT

Built around
your real work.

The intended Evolve experience.
Feature availability will be confirmed before release.

01
Define an authorized inspection scope
02
Capture expected application behavior
03
Prepare isolated modernization work
04
Draft migration changes for review
05
Compare functional regression results
06
Package evidence for an engineering decision

A CLOSER LOOK / FEATURE DESIGN

How Evolve
is intended to work.

Explore the behavior behind the feature names: what the product would do, and what the reviewer would still need to decide.

01Authorization and acceptance scope

Intended behavior

An assessment would record what software and resources may be inspected, which behaviors matter, and what outputs count as acceptable.

What to inspect

Confirm ownership or authorization before accessing files, services, or proprietary behavior.

02Constrained modernization

Intended behavior

Changes would be prepared in a workspace with explicit resource and execution limits. Agent actions would produce reviewable changes rather than unrestricted production access.

What to inspect

Validate the isolation boundary and treat inspected software and generated changes as untrusted.

03Evidence-based regression decisions

Intended behavior

A comparison would preserve the expected behavior, observed result, and test context. Review would distinguish accepted differences from unresolved regressions.

What to inspect

A finite test set can miss behavior; a passing report is not proof of complete equivalence.

THE END-TO-END WALKTHROUGH

Assess a small reporting-tool migration

Make an acceptance decision from explicit behavioral evidence rather than a visual resemblance alone.

Explore the detailed workflow ↗

03 / THE MRGI DIRECTION

Where we’re taking Evolve.

Three product-specific priorities shaping the proposed MRGI experience.

Acceptance before transformation

Identify the workflows and outputs that matter before changing the implementation. Evaluate progress against explicit expectations.

A constrained modernization workspace

Plan isolated execution with explicit file and network permissions. Isolation needs independent validation before handling untrusted software.

Evidence for the migration decision

Compare observable behavior across versions and surface regressions. A passing sample is not a proof of full software equivalence.

These are development goals, not claims of shipped features or market exclusivity. AI, local operation, and automation are shared foundations—not the entire product distinction.

04 / BETTER CONNECTED

A next step
for every good idea.

Receive approved Interface specifications, preserve test evidence in Evidence, and communicate the decision in Present.

01
Scope
Confirm authorization and record expected behavior.
02
Modernize
Prepare changes in a constrained development workspace.
03
Compare
Review regression evidence before accepting the migration.

Assistance with a defined role.

Planned agents can propose code changes within the authorized scope. Tests, permissions, and human review govern acceptance; no autonomous production deployment is implied.

Cross-app access is planned around selected resources and explicit consent. Ordinary local editing should not require uploading your files.

BUILT ON OPEN-SOURCE FOUNDATIONS

Inspection engines, an evidence ledger, rebuild loops, CLI/MCP, and optional external agents exist in Craft Anything. Authorized, measured modernization is the proposed product direction. Read the source credits ↗

MRGI EVOLVE / COMING SOON

A new way forward.
Taking shape.

Explore the suite today. Availability and pricing will follow.

Visit your Cyberplexs account ↗Existing identity portal · No app access yetExplore planned memberships ↗

Inspect software.
Plan a tested migration.

A closer look at Evolve.