Vibe Code Repair
Refactor fragile prototypes into production-grade, typed architectures.
Published County Intelligence
1 validated city frameworks are live.
Verified revenue control planes tailored to the regulatory, market density, and unit economic constraints of active regional metropolitan markets.
Engineered revenue infrastructure for scaling operators in San Francisco County. Deploying sub-second routing and closed-loop attribution near Golden Gate Bridge.
Engineered revenue infrastructure for scaling operators in Multnomah County. Deploying sub-second routing and closed-loop attribution near Pioneer Courthouse Square.
Engineered revenue infrastructure for scaling operators in Tarrant County. Deploying sub-second routing and closed-loop attribution near Fort Worth Stockyards.
Engineered revenue infrastructure for scaling operators in Franklin County. Deploying sub-second routing and closed-loop attribution near Ohio Statehouse.
Engineered revenue infrastructure for scaling operators in Laramie County. Deploying sub-second routing and closed-loop attribution near Wyoming State Capitol.
Engineered revenue infrastructure for scaling operators in Travis County. Deploying sub-second routing and closed-loop attribution near Texas State Capitol.
Autonomous workflows, vector intelligence, and memory-safe systems built to scale business operations without fragility.
Refactor fragile prototypes into production-grade, typed architectures.
HNSW vector indexes and multi-tenant collection clustering at scale.
Problem Addressed
Search results feel random even though embeddings are being stored.
Definitive engineering scope blueprints that eliminate developer confusion.
Sub-second real-time telemetry dashboards and business KPI monitors.
Deterministic Tokio worker pools and event-driven control plane loops.
Problem Addressed
The orchestration logic is hidden inside prompts or scattered helpers.
Zero-copy deserialization engines sustaining 50,000+ RPS with flat p99s.
Problem Addressed
Retrieval logic is scattered across scripts, notebooks, and temporary endpoints.
Deterministic Architecture Discovery: Showing specialized subsystems suited to your active workflow context.
In motion
A six-second look at a growth system in motion.