Projects
Tenra.dev is the software development division of JAMARQ Digital LLC.
This is the active Tenra and JAMARQ software inventory. These projects are not presented as shipped products unless they are actually shipped. Status labels are literal.
Guardrail is a local-first, desktop-first application for running AI agents inside hard runtime boundaries. The desktop shell wraps a headless Rust service and routes agent actions through a Tool Host instead of letting models execute tools directly.
Role: AI agent control with local enforcement and hard runtime boundaries.
Sentinel is an explainable signal-aggregation engine that turns fragmented inputs into calm, confidence-weighted risk assessments. It preserves evidence, provenance, and uncertainty instead of acting like a blocker, search engine, or AI oracle.
Role: Reasoning layer for inspectable, uncertainty-aware assessment.
Facet is a search tool that helps people see questions from multiple angles without answering for them.
Role: Perspective-layered inquiry and search.
Proxy is a local-first AI layer that rewrites upstream model output into the user's voice and enforces user-defined constraints before anything reaches them.
Role: Voice mediation and output constraint enforcement.
Registry is a JAMARQ side project for running a stable operational source of truth around organizations, customers, assets, assignments, and later invoicing.
Role: Operational system of record for internal business infrastructure.
Ledger is a local-first bookkeeping product by JAMARQ. V1 is intentionally desktop-first so the accounting engine, book storage model, and data ownership guarantees are solid before web, sync, or networked collaboration exist.
Role: Bookkeeping with strong ownership and correctness foundations.
Rally is an experimental social coordination system for real-time, usually hyperlocal meetups. Web is the likely initial primary surface, while desktop and mobile stay scaffolded into the same development cycle from the start.
Role: Experimental software for real-time coordination.
HighlightSmith is a local-first highlight scouting system for long-form stream recordings. It analyzes measurable signals, surfaces likely moments worth reviewing, and suggests clip boundaries while keeping final editorial control with the human creator.
Role: Creator tooling for assisted media review.
Assembly is a desktop-first tool for AI-assisted, human-approved content production. The current web app remains functional while the Tauri desktop client is prepared to become the future primary surface.
Role: Human-approved AI production workflow tooling.
Tenra primarily builds JAMARQ's own software products and internal systems. It also takes on a small number of aligned engagements when the work clearly fits this environment.
