Systems that scale.Tools that ship.

Synthetic ops console that turns noisy launch and incident signals into facts, risks, proof gaps, and gated next steps.

• 01Facts before inference on launch and incident signals
• 02Proof gaps and risk labels before recommendations
• 03Gated next steps for human review

Local-first knowledge server for agent-accessible context across documents, memory, and conversations, with hybrid vector and full-text search.

• 01Multi-format support: PDF, Word, Markdown
• 02File conversion: emails, HTML, Google Takeout
• 03Smart chunking with context overlap

Semantic log compression for LLM context windows. Reduces repetitive logs using the Drain algorithm for template mining.

• 01Automatic template discovery from log patterns
• 02Severity-based grouping for prioritized output
• 03MCP integration for Claude

Adversarial simulation for commerce-agent pricing and policy boundaries before agents touch customer-facing decisions.

• 01Synchronous policy evaluation
• 02Multiple constraint types supported
• 03Think unit tests for business rules

Multi-brand Shopify Plus storefront systems for a major brand portfolio, focused on shared frontend patterns, third-party integration surfaces, performance, and maintainability.

Internal platform for multi-store operations, theme management, deployment pipelines, and automated workflows. Built to validate patterns before broader rollout.

• 01Dual-mode interface: CLI for devs, GUI for non-technical users
• 02Playwright browser automation for Shopify admin
• 03Adapter pattern for environment portability
• 04Real-time WebSocket progress updates

Internal real-time analytics dashboard for e-commerce stores. Tested GraphQL cursor pagination, layered auth, and caching strategies across multiple stores.

• 01Real-time metrics with client refresh and server caching
• 02GraphQL cursor pagination for high-volume data
• 03Defense-in-depth auth (IAM + middleware)
• 047 customizable color schemes

Tauri 2.0 + Rust app for e-commerce asset optimization. GPU-accelerated video encoding and smart image compression.

• 01Native WebView instead of bundled Chromium
• 02GPU-accelerated video processing via VideoToolbox
• 03Three-tier upscaling: HQx, Lanczos, Real-ESRGAN
• 04Memory-optimized tiling for large images

Captures errors from monitoring, analyzes with LLM, generates PRs via AI agents. Chrome extension, secure backend, multi-agent orchestration.

• 01Chrome extension for error capture
• 02Secure HMAC authentication + PII sanitization
• 03Multi-agent LLM prompt optimization
• 04Automated GitHub PR generation

Monitors third-party JavaScript SDKs for changes. Hash-based detection, historical archives, MCP server for AI agents.

• 01MCP server exposes change data to AI agents
• 02SHA-256 hash-based change detection
• 03Historical archive with auto-changelog
• 04Multi-channel notifications (GitHub Issues, Slack)