TemporalLedger is a time-debt accounting application built by Ed Fassio using Python FastAPI and Next.js. It treats cognitive cost and deferred technical work as a balance-sheet liability — surfacing hidden debt that silently compounds across engineering and product teams.
Time-Debt Accounting
Tracks hidden cognitive and technical debt as a measurable liability with compound interest, making invisible costs visible to engineering and product leaders.
AI-Assisted Debt Analysis
LLM-powered analysis classifies and prioritizes time-debt entries by risk, urgency, and compounding rate with plain-language executive summaries.
Debt Velocity Dashboard
Visual trend lines, category breakdowns, and sprint-level velocity metrics give real-time view of debt trajectory.
Audit-Ready Debt Ledger
Every entry logged with source, creation date, category, owner, and status. Structured exports for retrospectives and leadership reporting.
Technology stack: Python FastAPI backend · Next.js frontend · LLM-powered analysis · Part of the ByteBrain prototype portfolio.