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Elizabeth Stein.
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Case study

The AI Frontier

Chronicle

Local-first AI agent observability platform built in Rust. Timeline view, DAG visualization, cost tracking, OpenAI proxy with semantic caching, and MCP integration. Privacy-focused alternative to LangSmith.

Exploring the boundaries of artificial intelligence

Role
Creator
Year
2025-2026
Status
In production
Stack
Rust, Axum, SQLite, React 19, TypeScript, Vite, Tailwind, Python SDK

Live Terminal Simulation

Interactive Engine Sandbox

Chronicle Terminal Sandbox
node v22.22 · mcp ready
███████╗██████╗ ███████╗ ██████╗████████╗███████╗██████╗ ██╔════╝██╔══██╗██╔════╝██╔════╝╚══██╔══╝██╔════╝██╔══██╗ ███████╗██████╔╝█████╗ ██║ ██║ █████╗ ██████╔╝ ╚════██║██╔═══╝ ██╔══╝ ██║ ██║ ██╔══╝ ██╔══██╗ ███████║██║ ███████╗╚██████╗ ██║ ███████╗██║ ██║ ╚══════╝╚═╝ ╚══════╝ ╚═════╝ ╚═╝ ╚══════╝╚═╝ ╚═╝ v1.4.0 — Codebase Narrator & MCP Server Engine (@purplegumdropz/specter) Type "help" to view available commands, or try "specter explain".
$

Story · how this shipped

The brief

Developers building AI agents have zero visibility into execution flow, costs, and errors. Existing tools like LangSmith cost $29-299/mo and send data to external servers.

The build

Built local-first observability platform with Rust backend (Axum + SQLite) and React 19 frontend. Implemented semantic caching proxy (30-50% cost reduction), fire-and-forget tracing (zero latency), DAG visualization, and MCP server for AI assistant integration.

What shipped

29 tests passing (0.11s runtime). 808KB optimized UI bundle. Zero-cost local-first architecture. Semantic caching reduces LLM costs 30-50%. MCP integration enables natural language trace queries. 9.5/10 documentation score.

Signals

Scale & impact

29 passing
Tests
Rust + Axum + SQLite
Stack
Yes
MCP Tools

Engine room

At a glance

29
Tests

Inventory

Stack & signals

RustAxumSQLiteReact 19TypeScriptViteTailwindPython SDK

Let's talk

Tell me what you're building

If you need someone who can own UI, systems, and AI integration without losing the plot, I'm listening. Contract, advisory, or full-time: we'll find the right shape.

Start a conversation →See more projects

Related work

Signal = how many tags a project shares with this one.

Same clustersignal 2StanceStreamEnterprise-grade AI policy debate platform built for the Redis AI Challenge 2025. GPT-4 agents with persistent personalities, emotional states, and coalition analysis. All 4 Redis data models (JSON/Streams/TimeSeries/Vector), Redis Vector-powered semantic caching, multi-source fact-checking, and business intelligence dashboard with ROI tracking.React 19Same clustersignal 2CodeCompassAI-powered codebase onboarding platform with interactive architecture diagrams and RAG-based Q&A.TypeScriptSame clustersignal 2Finance QuestAdvanced financial literacy platform with 17 chapters, 30+ professional calculators, spaced-repetition learning (SM-2 algorithm), AI coaching, and WCAG 2.1 AA compliance. Major refactor removed 43K lines of dead code for a lean, maintainable codebase.React 19

Keep exploring

← Previous projectTimeSlipSearch🏆 Winner of Algolia Agent Studio Challenge ($750 prize) - "Conversational time machine" exploring 1958-2020 pop culture with 420,000+ records (Billboard, TMDB, FRED, Wikimedia). Featured by DEV Community for making "deep data archives feel accessible and fun."Next project →StanceStreamEnterprise-grade AI policy debate platform built for the Redis AI Challenge 2025. GPT-4 agents with persistent personalities, emotional states, and coalition analysis. All 4 Redis data models (JSON/Streams/TimeSeries/Vector), Redis Vector-powered semantic caching, multi-source fact-checking, and business intelligence dashboard with ROI tracking.

Vetting Liz? Ask an AI

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© 2026 Elizabeth Stein·WorkAboutContactPrivacy
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Set in Fraunces, Space Grotesk & JetBrains Mono.Built with Next.js & React. Shipping production code across three organisations.