Tony LaRocco

Tony LaRocco

AI Builder

Build the system.Ship the product.

Agentic-AI-native builder shipping production products, multi-agent harnesses, and full-stack systems.

Open to

  • AI ENGINEER
  • AGENTIC SYSTEMS
  • FULL-STACK AI
  • PLATFORM ENGINEER
  • AI PRODUCT

Built in 2026 Receipt AI OpenCode Harness Stocks Job Discovery Fusion BodyLog

Flagship Builds

Production product

Receipt AI

Full-stack receipt product: mobile capture → cloud extraction → review → categorized spend insights.

  1. Capture
  2. Process
  3. Review
  4. Insight

React Native / Expo · TypeScript · FastAPI · Postgres · Clerk · Render · Sentry

Read the case study: Receipt AI

Agent platform

Custom OpenCode Harness

Multi-agent platform with phase-routed roles, cost-aware model routing, and a four-plane context stack.

  1. Plan
  2. Build
  3. Debug
  4. Review

OpenCode · OpenRouter · Langfuse · MCP · AgentMemory · CodeGraph

Read the case study: Custom OpenCode Harness

Systems Lab

StocksMulti-agent swing-trade stack with LMT backtest/replay and Alpaca paper trading. Full write-up coming soon.Job DiscoveryJobSpy scrape → OpenRouter rank → career-ops handoff pipeline. Full write-up coming soon.FusionMulti-model OpenRouter fusion with FastAPI/SSE and a dashboard. Full write-up coming soon.BodyLogLocal-first Android health/metrics tracker. Full write-up coming soon.

Builder Foundation

Builder thesis

I went from zero software background to shipping production AI systems.

In 2026, I built Receipt AI, a custom OpenCode multi-agent harness, and systems for trading, job discovery, multi-model fusion, and health — owning product, backend, infrastructure, and the tooling behind the work.

  • AI products
  • Agent systems
  • Full-stack
  • Infrastructure

Agent Orchestration

  • Multi-agent routing (plan / build / debug / review)
  • Unattended long-running sessions
  • Subagent-driven delivery

Model Operations

  • Cost-aware routing
  • Provider pinning
  • Local + cloud model ops via OpenRouter, OpenCode, AbacusAI

AI Harness Agnostic

  • OpenCode
  • Grok Build
  • Cursor
  • Codex
  • Claude Code
  • Pi
  • Cline
  • Hermes Agent
  • Kilo Code

Context & Tooling

  • MCP servers
  • Session memory
  • Code graphs
  • Skill and policy authoring (AGENTS.md)

Product / Full-Stack

  • React Native/Expo
  • TypeScript
  • FastAPI
  • Postgres
  • Clerk
  • REST

Ops / Cloud

  • Render
  • Docker
  • Sentry
  • PostHog
  • Upstash
  • Infisical
  • Tailscale

Experience

July 2024 – July 2026

Systems Administrator / Infrastructure & Experience

Wipro (Microsoft Innovation Hub)

  • Run the infrastructure behind customer demos: Azure VMs, hybrid identity and networking, Teams Rooms, and rack-to-OS provisioning.
  • Troubleshoot Layer-2 and VLAN issues onsite, where reliability is part of the customer experience.

2013 – 2023

Personnel Specialist

U.S. Navy

  • Kept personnel data, reporting, and pay workflows accurate at organizational scale.

Certifications

Write to me

Or email [email protected]