Local first
The product direction begins with local execution and no hidden network fallback.
LMRuntime.com / Project and maintainer
About
Why LMRuntime exists, how the project is governed, and the professional engineering background of project owner Michael Kappel.
LMRuntime.com is an independently developed engineering project focused on inspectable local model execution, explicit validation stages, and public claims that stay inside the available evidence.
Why this exists
Make the runtime boundary understandable before making it fast.
LMRuntime separates model intake, tokenization, tensor binding, reference execution, sampling, acceleration, and governance controls so each layer can be inspected and validated on its own terms.
Reference before acceleration
A slower inspectable path is the correctness anchor before optimized backends are promoted.
Evidence before claims
Implemented, executed, measured, and released are different states and remain labeled that way.
Governance outside the math path
Budgets, review gates, no-op decisions, and claim boundaries wrap orchestration without silently changing parity behavior.
Engineering background
Enterprise modernization informs the runtime discipline.
Enterprise modernization across C#, ASP.NET Core, SQL Server, TypeScript and Angular, with human-reviewed AI-assisted engineering and explicit evidence boundaries.
That background shapes the project’s emphasis on behavior preservation, testable seams, explicit source boundaries, and human review before stronger claims are published.
C# and SQL systems
ASP.NET/Core, Web API, Razor Pages, SQL Server, stored procedures, parity validation, and long-lived business systems.
Typed interfaces
TypeScript, Angular, RxJS, API contracts, responsive UI, accessibility, and maintainable client delivery.
Reviewable AI workflows
Prompt contracts, semantic search, project memory, evidence gates, claim boundaries, and explicit human checkpoints.
Public boundary
Explain the direction without pretending the release gates are closed.
Public now
- Product direction and architecture summary
- Evidence and governance vocabulary
- Project status, security, licensing, and contact paths
Still gated
- Published package or production-support claim
- Broad model compatibility and parity claim
- Reproducible benchmark or certification claim
Optional governance
Teleodynamic-informed controls are presented as bounded orchestration architecture—not consciousness, AGI, safety certification, or authority over human thought.
Understand the boundary →Connect
Questions, corrections, collaboration, and professional work.
Use the Contact page for direct email and phone details, a portable contact card, focused inquiry prompts, and the dedicated security path.
Open Contact