Local-first desktop software
Desktop-first systems where runtime boundaries, storage, and operator control matter.
Tenra.dev · Software development division of JAMARQ Digital LLC
Software products, internal tools, and local-first systems by JAMARQ.
Tenra.dev is where JAMARQ builds software products, internal tools, and experimental systems. Select custom software work is available when the project is a strong fit.
- Primary focus
- JAMARQ products, internal tools, and experimental systems
- Custom work
- Select software engagements when the fit is strong
- Public contact
- hello@tenra.dev
How Tenra fits inside JAMARQ
Tenra exists to give JAMARQ a clear home for software products, internal tools, and experimental systems. The division is product-led, but it remains open to carefully chosen outside projects when the system belongs in this environment.
JAMARQ Digital
JAMARQ handles client-facing web systems and digital infrastructure.
Tenra.dev
Tenra is JAMARQ's software development division for products, internal tools, and software systems.
Custom fit
Select outside engagements are available when the work aligns with the way Tenra builds software.
Capabilities
What Tenra builds
The work here is software-first and operational by nature. It centers on a focused set of systems that benefit from clear boundaries, readable behavior, and honest status.
Internal tools and operational systems
Software that keeps organizations, assets, assignments, and day-to-day operations legible.
AI mediation and control layers
Systems that constrain model behavior, preserve evidence, and keep humans in the approval loop.
Research-oriented software systems
Exploratory builds that test an approach without pretending the work is already mature.
Selective custom software work
A secondary path for a small number of aligned builds when the software clearly fits Tenra's way of working.
Current projects
Active software work
These are current Tenra and JAMARQ software efforts. Some are early, some are experimental, and all status labels are literal.
Guardrail
In DevelopmentGuardrail 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
In DevelopmentSentinel 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
In DevelopmentFacet is a search tool that helps people see questions from multiple angles without answering for them.
Role: Perspective-layered inquiry and search.
Proxy
In DevelopmentProxy 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
In DevelopmentRegistry 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
In DevelopmentLedger 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
ExperimentalRally 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
In DevelopmentHighlightSmith 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
In DevelopmentAssembly 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.
Select custom software work
Product work leads. Custom work is chosen carefully.
Tenra primarily develops JAMARQ's own products and internal systems. It also takes on a limited number of outside engagements when the problem is clear, the operators are known, and the software genuinely fits the way Tenra works.
Best-fit work
- Internal tools and operational systems
- AI mediation and control layers
- Local-first applications
- Domain-specific software with clear operators and constraints
How selection works
Tenra chooses projects for fit and keeps scope narrow enough to stay understandable.
Contact
Discuss a project or ask about a fit.
Use hello@tenra.dev for product questions, early conversations, or a custom software inquiry.