These notes explain what we built, what we tested, what remains uncertain, and what a technical buyer should verify before committing to a larger system.
Architecture, routing, runtime state, install checks, workflow receipts, and current limitations from AIWF Studio.
Read the noteA visual case study covering the current React, FastAPI, workflow, and runtime surfaces.
Open the case studyCurrent prototype direction, system layers, milestones, risks, and partner paths.
Review Rnv1These are editorial commitments, not empty keyword pages.
Workflow selection, data boundaries, citations, evaluation, user testing, security, and stop conditions.
A measured comparison of model, quantization, VRAM, prompt size, time to first token, throughput, memory, and failure conditions.
Topics, rates, DDS, sensor timestamps, compute budget, model latency, thermal behavior, logging, and recovery.
Provider boundaries, local deployment tradeoffs, retrieval, retention, review, and operational ownership.