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XRECONY — Reconstruction Intelligence for Readable Data Estates

🧬 XRECONY

Reconstruction Intelligence for Readable Data Estates
Structural Twin • Relationships • Drift • Evidence • Copy-First Realization

WINDOWS SOURCE VERSION STATUS FOUNDER


DOWNLOAD FULL PACKAGE CURRENT V1 DEMO EVIDENCE

Understand your data before you move it.

🌐 Reconstruction Intelligence Surface

XRECONY animated reconstruction surface

XRECONY is Windows reconstruction software for readable data estates.

It builds an evidence-backed structural twin in a separate workspace so you can understand what exists, how it relates, where duplicate or version candidates may exist, what changed, and what can be safely copied elsewhere.

THE SOURCE REMAINS THE SOURCE.

XRECONY is intentionally designed to understand before reorganizing.

⚡ What XRECONY Does

Surface Product role
📂 Readable Sources Local folders, mounted HDD/SSD, mounted SMB/NAS, portable metadata manifest
🧬 Structural Twin Reconstructed source, type, timeline and recovery views
🔗 Relationships Structural relationship graph across the readable estate
🧩 Duplicate Candidates Evidence to investigate — not automatic deletion decisions
🧾 Version Families Candidate grouping for version-oriented review
🕒 Generations Compare captures across time
⚠️ Drift Detection Surface structural differences and diagnostics
🔍 Evidence / Reports Exports and verification-oriented evidence
📦 Safe Realization Copy-first realization to a separate destination in 2.0

XRECONY dark interface XRECONY light interface

🚀 Download XRECONY 2.0

Windows x64

⬇ Download XRECONY 2.0 for Windows

📦 Download Complete Public Release Package

Installer SHA-256

B55152AD66E95338FDE5DD9E836B0B1738AC9F42C59DB9FC7361794E39500F7E

Public release ZIP SHA-256

114B3585F235F6AA2D2DADEB042DE82FD03CA54A84F950E12FA62100B07A19E1

The complete release package contains the Windows installer, verification material, provenance, SBOM, source manifest and release documentation.

➡️ Open XRECONY 2.0 Release

🧬 Public Version Lines

XRECONY intentionally keeps public versioning simple.

Public line Meaning Public surface
🧪 XRECONY 1.0 Engineering Preview First public line distilled from the mature pre-2.0 working lineage release/1.x
🧬 XRECONY 2.0 Public Preview Current product line with the complete public reconstruction workflow release/2.x
🌐 main Current public product presentation, documentation and discovery surface main

Binary delivery is published through the GitHub Release so users can download XRECONY directly from this README without navigating through Tags.

Internal Surface / XRF / RSF / V4–V11 / LSDR terminology remains engineering history and is not used as public product numbering.

🏛️ Architecture

XRECONY public architecture 

READABLE SOURCE
      ↓
PASSPORT / CAPTURE
      ↓
STRUCTURAL RELATIONSHIPS
      ↓
GENERATIONS / COMPARISON
      ↓
DUPLICATE + VERSION CANDIDATES
      ↓
EVIDENCE / DRIFT
      ↓
RECONSTRUCTED VIEWS
      ↓
COPY-FIRST REALIZATION

Safety invariant

SOURCE
  ≠
WORKSPACE
  ≠
REALIZATION DESTINATION

The source is readable input. Reconstruction state is written to a separate workspace. Supported realization is copy-first to a separate destination.

➡️ docs/ARCHITECTURE.md

🔬 Observed Reconstruction Evidence

These are observed reconstruction workloads, not universal speed guarantees.

109 GB verified workload 193 GB drift-detected workload

✅ 109 GB Observed Workload — VERIFIED

Measure Observation
Filesystem objects 20,467
Files 19,022
Folders 1,445
Measured runtime 2.15 s
Records / second 9,540
Errors 0

⚠️ 193 GB Observed Workload — DRIFT DETECTED

Measure Observation
Filesystem objects 553,708
Files 497,615
Folders 56,088
Structural relationships 1,468,104
Observed runtime 6m 15.2s
Diagnostics 5

The second result is deliberately public. XRECONY reported DRIFT DETECTED instead of manufacturing a clean verification state.

Data size alone does not define reconstruction complexity. Object population, topology, storage behaviour, metadata shape, cache state and workload composition materially affect runtime.

➡️ docs/BENCHMARKS.md

🧭 Where XRECONY Fits

XRECONY is not trying to be every storage tool.

Tool family Primary job XRECONY's role
💾 Backup / snapshot Preserve and restore content Understand a readable estate before change
🧯 Deleted-file / damaged-media recovery Recover lost or damaged content Reconstruct readable structure and evidence
🧹 Duplicate finder Identify matching files Surface duplicate/version candidates in a wider structural model
📁 File manager Browse and manipulate files Build reconstructed views, generations, relationships and evidence

🌌 XMECK-LAB × XRECONY

XMECK-LAB and XRECONY ecosystem

Identity / Product Role
👤 Raaj Mandale Creator · founder · systems architect · independent research identity
🧩 XMECK-LAB Public software / startup organization and product home
🧬 XRECONY Reconstruction / structural-understanding working software
⚙️ TRANSCRIPT Governed execution infrastructure
🛡️ KAVACH Trust / protection substrate under TRANSCRIPT
🧠 XMECK-AI Private-first personal intelligence workspace
🔬 XPADI-SGDS Broader survivability / structural-reconstruction research lineage

Identity law

  • Raaj Mandale remains the creator / research identity.
  • XMECK-LAB is the public software organization.
  • XRECONY is a working reconstruction product line.
  • XMECK-AI is a separate public product line.
  • XPADI-SGDS is broader research lineage, not the same product as XRECONY.
  • Older research repositories are not silently relabeled as XMECK-LAB products.

🧬 Research → Engineering → Working Software

XPADI-SGDS
survivability / reconstruction research
        ↓
reconstruction direction
        ↓
XRECONY
working reconstruction software

XRECONY does not claim to implement the whole XPADI-SGDS survivability architecture.

It is the practical reconstruction software surface associated with the structural-reconstruction direction.

Research lineage:

🖼️ Product Gallery

🧬 Reconstruction capabilities

XRECONY capabilities

🔬 109 GB observed workload

XRECONY 109 GB workload

⚠️ 193 GB drift-detected workload

XRECONY 193 GB workload

🧾 Capability / Claim Boundary

Capability Current public state
Local folders ✅ Supported
Mounted HDD / SSD ✅ Supported
Mounted SMB / NAS ✅ Supported
Portable metadata manifest ✅ Supported
Structural reconstruction ✅ Supported
Source / Type / Timeline / Recovery views ✅ Supported
Duplicate candidates ✅ Supported
Version-family candidates ✅ Supported
Generation comparison ✅ Supported
Drift detection ✅ Supported
Evidence / report exports ✅ Supported
Safe copy realization ✅ Supported in 2.0
Native Google Drive ⛔ Unavailable pending release qualification
Native Dropbox ⛔ Unavailable pending release qualification
Native OneDrive / SharePoint ⛔ Unavailable pending release qualification
25 TB / ~45 min objective 🔬 Research target — not proven

🎯 Product Position

XRECONY's strongest product position is not "fast file scanning."

It is:

Evidence-backed structural reconstruction for readable data estates, where understanding comes before reorganization.

The product is strongest when a user needs to answer:

  • What actually exists here?
  • How is it structurally related?
  • Which files look duplicated or version-related?
  • What changed between generations?
  • Is the reconstruction verified, or did drift occur?
  • What can be safely copied elsewhere without rewriting the source?

🗺️ Roadmap Discipline

Current engineering focuses on:

  • controlled 100 GB–1 TB+ workload qualification;
  • object-count / topology-aware benchmarking;
  • stronger content-level duplicate evidence;
  • better version-family differentiation;
  • deeper relationship and drift explanations;
  • provider-specific authentication / pagination / revocation qualification;
  • signed Windows artifacts;
  • clean-machine lifecycle qualification;
  • reproducible release manifests;
  • update strategy.

Long-term research objective

25 TB-class reconstruction around ~45 minutes remains a research target, not a current product claim.

➡️ docs/ROADMAP.md

📚 Documentation Surface

Surface Link
🏛️ Architecture docs/ARCHITECTURE.md
🔬 Benchmarks docs/BENCHMARKS.md
🗺️ Roadmap docs/ROADMAP.md
🧬 History docs/HISTORY.md
🌌 XMECK ecosystem docs/XMECK_ECOSYSTEM.md
🛡️ Security SECURITY.md
📜 Citation CITATION.cff

👤 Creator + Organization

Raaj Mandale

Creator · Founder · Systems Architect · Independent Research Identity

XMECK-LAB

Public software / startup organization.

📜 License + Status

See LICENSE.txt for the current repository rights boundary.

Current status: XRECONY 2.0 Public Preview · Active development.

XRECONY is working software published as a Public Preview. Long-term research objectives remain clearly separated from current product capability.

The repository deliberately distinguishes:

observed evidence · supported capability · unavailable capability · research target

DOWNLOAD CURRENT V1 DEMO



XRECONY
Understand your data before you move it.
Research → Engineering → Working Software



Built by Raaj Mandale  ·  Published under XMECK-LAB

About

🌐XRECONY — Reconstruction Intelligence for Readable Data Estates. Structural Twin, relationships, generations, drift, evidence and copy-first Safe Realization for Windows.

github.com/XMECK-LAB/XRECONY

Topics

data-integritydata-intelligencedata-managementdata-reconstructiondigital-preservationduplicate-detectionfilesystemnasstorage-analysiswindowsxmeckxrecony

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