▌ AnlyticAI Engineer
Anlytic — Multi-Agent Analytics Platform
A production multi-agent AI analytics platform. A Claude Haiku classifier routes user queries to specialised agents — chart generation, dashboard editing, data management, general analytics — built on the Vercel AI SDK and Anthropic Claude. Includes a dual compression system that cuts LLM API spend 60–70% and a human-in-the-loop approval layer for every destructive operation.
▌ Field notes · what shipped
- № 01
Routes user queries through a Claude Haiku classifier into four specialised agents (chart generation, dashboard editing, data management, general analytics).
- № 02
Generates the full chart config and data query end-to-end across 8 visualisation types — bar, line, pie, heatmap, icicle, pivot, headline, table.
- № 03
Cuts LLM API costs 60–70% via a dual compression system that strips tool schemas and summarises old tool-call results in message history.
- № 04
Human-in-the-loop approval layer gates every schema change, row edit, and table deletion before any destructive operation runs.
- № 05
MCP (Model Context Protocol) integration enables runtime loading of documentation tools with timeout protection and graceful fallback.
- № 06
Long sessions stay stable via Anthropic's native compaction API — preserves critical IDs and user context while compressing history.