A local-first desktop sync system built for deterministic execution, auditability, and verifiable transfer evidence.

• Policy-driven jobs: explicit endpoints, filters, delete behavior, and commit semantics
• Deterministic scan → plan → run pipeline with structured progress/events
• Receipt-backed integrity using strong hashing + verification workflows
• Capsule packaging for portable, replayable transfer evidence

A browser-native vector database with WebGPU scoring, worker-first execution, and persistence that survives refresh.

• Exact search + IVF-Flat for scalable retrieval without “demo-only” shortcuts
• Worker-first runtime to keep UI responsive under real workloads
• IndexedDB snapshots + append-only journal for reliable persistence
• Benchmarks + quality gates to track latency, recall, and regressions

A minimalist, local-first API requester and response inspector designed for speed, clarity, and deterministic validation.

• Compose requests cleanly: methods, headers, bodies, params, variables, environments
• Inspect responses with structured metadata and readable previews
• Checks and validations (status, headers, JSON paths, schemas) to prevent drift
• Local-only by design: no forced accounts, no cloud dependency

Secure, verifiable deletion workflows with guardrails, receipts, and audit-ready outputs for modern systems.

• Controlled shredding with overwrite profiles and metadata cleanup (where supported)
• Free-space sanitization and snapshot/shadow-copy handling (platform dependent)
• Receipts with integrity binding and optional signature support
• Dry-run planning and explicit flags to reduce accidental destructive ops

A Windows-focused secure erasure platform built for deterministic, auditable destruction with cryptographic evidence.

• Operator-friendly UI + automation-ready CLI for repeatable workflows
• Receipt and attestation system with verification and export paths
• Optional broker mode for privilege isolation and safer execution boundaries
• Built-in erase profiles aligned with common operational and compliance needs

Cross-platform Wi-Fi analysis and diagnostics: clean data, explainable insights, and local-only operation.

• Discovery + analysis with normalized metadata across platforms
• Evidence-based diagnostics: channel congestion, signal issues, security posture
• Exportable reports (JSON/CSV/HTML) for offline analysis and comparison
• Performance-first core with a modern cross-platform UI

A deterministic, privacy-first first-paint engine in Rust with a desktop host for controlled rendering experiments.

• Deterministic pipeline across HTML tokenization, CSS cascade, layout, and paint planning
• CPU raster output for stable, reproducible first paint
• FFI bridge for host integration + headless CLI harness
• Offline-first defaults by design, with capability-gated networking direction

A Rust workspace exploring a clean end-to-end pipeline: hardened fetch, minimal DOM normalization, and GPU-backed presentation.

• Hardened HTTP/TLS fetch layer with safeguards and predictable behavior
• Minimal HTML-ish DOM stack with deterministic serialization goals
• Native window + GPU render loop for present-layer experiments
• Structured dev workflow for reproducible iteration and validation

Inference primitives and integration patterns we use to ship production AI systems safely and repeatably.

• Operational patterns for model routing, rollbacks, and controlled release
• Evaluation-aware integration: measure quality, then ship changes safely
• Telemetry conventions that connect model behavior to user outcomes