B-001 / 2026California · 33.0° N

Benlloyd Goldstein

AI engineer. Six years building multi-agent systems, agent memory, and autonomous AI products. Founder of Aeonik. Previously co-founded Flik AI (YC W20, formerly Terrasoft).

§ 00Selected Work
Ingrain
2026

Open SourceLocal-first learned-experience sidecar for coding agents (Hermes, Claude Code, Cursor, Codex). Source-linked behavior cards turn past sessions into durable practice notes. Paired with Hermes, 0 regressions across 50 LongMemEval Oracle cases, 12 improvements, 38 ties, a +35.6% relative lift over Hermes default memory alone. Python, SQLite, Pydantic, MIT.

DISPATCH
2026

2nd PlaceMulti-agent emergency response system. CCTV vision and ambient audio fused into autonomous trilingual incident triage and broadcast. Mistral × ElevenLabs Global AI Hackathon, San Francisco. Solo build, 24 hours. Mistral Large, Pixtral, ElevenLabs Scribe v2 Realtime, Pydantic-AI, Supabase, Next.js.

Flik AI previously Terrasoft
2020 — 2025

YC W20Co-founder and CTO. Built the company’s generative video and media system end-to-end, a multi-agent pipeline on a RunPod-hosted Stable Diffusion backend. Architected Faith, the flagship product shipping that system to consumers (backend, video generation, live voice mode, and a Bible-sourced chat agent). Reached #12 in the Apple App Store Reference category.

§ 01Aeonik

Aeonik builds autonomous AI products on a layer for persistent memory, source-traced reasoning, and bounded permissions.

Current product: Groundscore, operational memory for live events, opening pilots with festival and production teams. Ingrain, open source, is the learned-experience layer underneath it.

aeonik.ai
§ 02Spatial
2018 — 2019
Do LaB·co-designer with Josh Flemming, build lead on site·300 × 210 ft·10,000 capacity·parametric design, four curves
2017 — 2019
NBA app on Magic Leap One · Justice League VR
Method Studios·lead UX designer·mixed reality, AR, VR·shipped to Magic Leap World 2019
2016 — 2017
Virtual production system with Chris Cunningham
Chris Cunningham Studio·world builder, Unity lead·interactive VR system for shot pre-visualization, world aesthetic, and storyboarding·procedural lighting and world event systems
circa 2016
Dance Temple at Boom Festival
Do LaB × Vitamotus·fabrication documents·Portugal
§ 03Background

Before AI engineering, a decade across architecture, mixed reality, and spatial design. NCARB-certified architect. M.Arch from Southern California Institute of Architecture (SCI-Arc). Y Combinator W20.

§ 04Contact