The Engineering Gazette

Beagle Labs · founding research engineer

OCT 2025 TO PRESENT · 6 SYSTEMS · PROPERTY INSPECTION INFRA

NOW PREVIEWING · SELECT ANY CARD BELOWCLICK TO OPEN THE FILM ▸

FIG. 006 · PROJECT 6 OF 6

Sixty photos in, fifteen risks out, zero contamination

A five agent Google ADK pipeline that routes inspection photos into four parallel analysis arms (exterior, interior, general, roof), analyzes each bucket with Gemini 2.5 Flash, then synthesizes a per-attachment structured risk report with Gemini 2.5 Pro. Deterministic output required solving an ADK state-contamination bug where parallel branches leaked images across arms.

Google ADK4 + 1 AgentsCloud Run · SSE

FIG. 006● FILMINGQC_RISK_AGENT

PREVIEWING

FIG. 006● FILMING

QC_RISK_AGENTGoogle ADK · 4 + 1 Agents · Cloud Run · SSE

FIG. 005● FILMING

INSPECTOR_PAYOUTStripe Connect · State Machine · 3 Repos

FIG. 004○ PLANNED

PROPERTY_INTELLIGENCEGoogle ADK · 7 LLM Agents · Cloud Run · SSE

FIG. 003○ PLANNED

SUPABASE_SOURCE_CONTROLSupabase CLI · RLS · Clerk · GitHub Actions

FIG. 002○ PLANNED

COST_VALUATIONAWS Lambda · Versioned YAML · 30+ Dimensions

FIG. 001○ PLANNED

INSPECTOR_PORTALNext.js · Vercel · RFC 5322 · Resend · Clerk + RLS

EMPLOYER 1 OF 5 · NEWEST FIRST← → ARROW KEYS WORK TOO

SIDE PROJECTS

BUILT AFTER HOURS · 4 FILMS LIVE

CYLIXIADEC '25● FILM LIVE

Research Data PlatformNSF I-Corps · Propelus backed

VOYAGERAUG '25● FILM LIVE

Global Air Traffic Sim2,000+ concurrent flights · k8s

TINYDISTILLATIONMAY '24● FILM LIVE

Federated Learning NNPrivacy preserving ML for IoT

CARAVANJUN '26● FILM LIVE

Multiplayer Economy SimA 26 nation economy on SpacetimeDB

HACKATHONS

ONE ENTRY · ONE PODIUM

HAWKEYEDatadog AI Agent HackathonBest use of Airia & StructifyMapping suspicious trade networks

A pipeline ingesting data on politicians, executives, and lobbyists with Structify, then using Airia agent workflows to query and map suspicious trade networks.

● FILM LIVE

StructifyAiriaGraph