MCP server + MechaFIL integration prototype
KPI: End-to-end JSON API demo working, 95% uptime in staging Staffing: Backend engineers, dev-ops
Beta trials & iteration
KPI: Onboard 5 pilot orgs; collect ≥20 feedback tickets; reduce average API latency by 30% Staffing: Support & QA, backend tuning
Web UI & SDK development
KPI: UI usability score ≥4/5 in internal review; SDK code coverage ≥80% Staffing: Front-end engineer, SDK dev
Documentation, audit, public launch
KPI: Publish docs site; pass security review; conduct launch AMA Staffing: Technical writer, security auditor, launch support (40 hrs)
LLM prompting module & guardrails
KPI: ≥90% accuracy mapping free-text to numeric inputs in test set Staffing: ML engineers, prompt-engineering specialist
Requirements, architecture, API spec
KPI: API spec approved, architecture diagram signed off Staffing: Senior architect & systems engineer, product manager
Easy Retro Funding
MechaFIL ( GitHub → celtd/mechafil-jax ) is a fully differentiable “digital twin” of the Filecoin economy: by ingesting parameters like power-onboarding rate, renewal rate and FIL+ adoption, it produces detailed forecasts of circulating supply under any scenario. Until now, setti…