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2026 – Present

PURSUE Data Analyzer

Open-source, local-first desktop evidence system for syncing, preserving, searching, analyzing, and exporting public UAP records.

  • Open source
  • Rust
  • Tauri
  • Local-first AI
  • Cloudflare
Verified release pipeline connecting public records, local analysis, signed installers, and mirrored distribution
System illustration for this case study.

Results at a glance

Results that mattered

A snapshot of the results and changes across operations, adoption, and team experience.

Installer artifacts
4
Apple Silicon, Windows NVIDIA CUDA, and Windows DirectML distribution choices with a managed MSI option.
Mirror retention
2 releases
Cloudflare R2 retains only the current and previous immutable release prefixes.
Analysis posture
Local first
Evidence, OCR, search, notes, models, and exports remain on the user's computer.

Approach and execution

What I did

Product scope

The official source portal publishes public records. PURSUE turns those releases into a durable working library with source snapshots, content-addressed evidence, change tracking, text extraction, OCR, entity indexing, local vector search, notes, and portable dossier exports.

Product and trust decisions

I directed the local-first boundary, source-sync and evidence-preservation model, platform-specific acceleration lanes, manual-update guidance, checksum publication, data-persistence guarantees, and the independent-project disclaimer.

Distribution system

GitHub remains the authoritative release history. Digest-verified installers are mirrored to a private Cloudflare R2 bucket, stable links advance only after verification, retention keeps at most two immutable versions, and a service-bound project Worker powers the dedicated download dossier without receiving signing or upload credentials.

AI-native implementation

AI coding agents generated the implementation. Kody owned product direction, requirements, service selection, infrastructure, investigation, acceptance, release decisions, and production outcomes.

Interested in similar results?

I’m available for full-time roles or contract engagements—let’s discuss how my hands-on approach can help your team.

PURSUE Data Analyzer Project | Kody Dennon