A selection of production systems built by Recherche Solutions LLC — spanning AI-powered platforms, enterprise tooling, and self-operated products.
Owned & Operated Products
Driver license exam preparation platform owned and operated by Recherche Solutions LLC. Adaptive question selection via EMA mastery algorithm, multilingual content (4 languages) powered by Claude API, RAG-based handbook Q&A with pgvector, Stripe billing, and Supabase Auth. Live at driverlicenseexams.us.
Companion site for the book Survive and Thrive in the AI Era, owned and operated by Recherche Solutions LLC. Free multilingual guide library (4 languages) built on MDX, Supabase Auth community with discussions and comments, AI-curated news feed, and DeepSeek-powered agents for moderation, curation, and translation. Live at thriveinaiera.com.
Tesla cabin climate automation platform with three modes. Calendar mode uses AI (Claude) to classify each Google Calendar event — distinguishing drive-out appointments like doctor visits from online meetings — then computes a traffic-aware departure time via Google Maps Routes and pre-conditions the cabin automatically. Schedule mode lets you define one-off or recurring weekly schedules (e.g. weekday 7 AM warm-up) with smart-skip logic that reads actual cabin temperature and skips when the car is already comfortable. Errand mode solves a different problem: activate it once before a multi-stop trip and it monitors cabin temperature continuously while parked, engaging Camp Mode at each stop to protect pets, groceries, or passengers without any manual intervention. Battery-floor guard, parked-status check, and comfort-band detection apply across all modes. Built on Cloudflare Workers (cron every minute), Tesla Fleet API, Claude API, Next.js 15, and Supabase. Live at cuepilotai.com.
End-to-end automated equity/options research system in Python + SQL Server. Multi-agent architecture separating data ingestion, signal scanners, strategy agents, and execution engine. DeepSeek LLM for news classification and market-regime analysis. Paper-trading simulation gated behind live-mode switch.
Maps 33k+ Azure and GitHub artifacts into an interactive graph. Multi-round tool-use agent (Claude/DeepSeek) answers natural-language architecture questions. Real-time SSE streaming, D3.js force-directed explorer, and an MCP server surfacing the graph inside Claude Code.
Replaced manual Excel quoting with AI-augmented BOM processing. Vector semantic search (ChromaDB) + Claude AI classification for ambiguous parts. Background harvester indexes 2M+ parts from DigiKey/Mouser APIs. Tiered review UI keeps humans in the loop before final quote generation.
B2B e-commerce platform for Mission Linen Supply serving restaurants, hotels, and facilities across 34 US markets. Built on .NET 10 / ASP.NET Core MVC with commercetools Composable Commerce API managing 6 regional catalogs. IP geolocation routes each visitor to their nearest distribution center, driving region-specific pricing and inventory. Algolia powers instant search with regional filtering; Storyblok CMS drives homepage, blog, and category content. Redis caching supports a multi-instance Azure App Service deployment behind Azure Front Door CDN and an Application Gateway WAF with Bot Manager.
Zero-human-intervention daily video production system. Multi-agent pipeline (Claude) for scripting, SEO, and social copy. FFmpeg for 1080p assembly. Cross-posts to 5 platforms. Closed-loop self-improvement engine that evaluates performance, generates code fixes, and deploys via isolated git branches.
Tools and libraries we build in the open. Explore the code, open an issue, or send a pull request on github.com/recherchesolutions.
Sandboxed AI assistants can't reach the machine they're helping you on. HostBridgeMCP safely bridges that gap.
An MCP server that gives AI assistants local access to a Windows machine over HTTP. Ships 43 tools spanning filesystem operations, shell commands, process and background-job control, document parsing, HTTP requests, search, and SQL database connectivity — an open-source alternative to Desktop Commander. Runs as a Windows service on loopback using an HTTP Streamable transport (instead of stdio) to bridge sandboxed clients with host resources.
Reading a markdown file on Windows shouldn't mean launching a note-taking suite or uploading it to someone's cloud.
A fast, reader-first markdown viewer for Windows that edits when you need it to. Renders CommonMark and GitHub-flavored markdown via Markdig — tables, task lists, footnotes — plus syntax highlighting, Mermaid diagrams, and KaTeX math. Toggle into a Monaco source view with synchronized split-screen, and it preserves encoding, BOM, and line endings so diffs stay clean. Multi-tab with drag-and-drop, live reload on external changes, HTML/PDF export, and a headless CLI. No telemetry, no network calls, no admin rights required.
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