Public product walkthrough

AI Dev Dashboard

One calm place to see AI spend, usage, and budget drift.

A personal operations dashboard that turns provider-level API reports into a unified view for day-to-day cost decisions.

Product preview

The product at a glance

The dashboard keeps cost summary, provider mix, budget guardrails, and model-level trends in one workspace.

Published snapshot
AI Dev Dashboard showing cost summary, budget status, and usage charts

Published Jul 9, 2026 · Public view uses aggregated data only.

Snapshot

At a glance

Numbers are sourced from the latest public aggregate snapshot, never from raw usage rows.

Synced spend

$1784.30

Feb 2026 - Jul 2026

Token volume

878.5M

Input + output tokens

Providers tracked

2

Anthropic + OpenAI

Model families

3

Normalized for comparison

Live shape of the product

Usage, cost, and model mix

A compact view of the signals the dashboard brings together for day-to-day AI spend decisions.

Trend

Daily cost trend

Provider spend over the selected window.

Mix

Cost by model family

Normalized model families ranked by total spend.

What this demonstrates

Built for trustworthy visibility

The project is small enough to understand end to end, with the important production concerns kept visible in the implementation.

Data pipeline

Multi-provider aggregation

OpenAI and Anthropic usage are normalized into one readable cost and token view.

Shared provider normalization keeps comparisons consistent.

Data boundary

RLS-backed user isolation

PostgreSQL Row Level Security keeps private records scoped to the signed-in account.

The public page reads only a curated aggregate snapshot.

Credential handling

Encrypted provider keys

Provider credentials are encrypted server-side and never returned to browser components.

Sync routes decrypt keys only when a provider request runs.

Sync reliability

Idempotent usage sync

Repeated syncs upsert normalized records and preserve cost totals without duplicate rows.

Model canonicalization keeps chart labels stable across provider reports.