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Santiago Isaza.

ENGINEER · MOTORSPORT × ENERGY × AI · 2026

Mechanical engineer working at the intersection of motorsport powertrains and energy storage — now focused on bringing frontier AI into how these systems are engineered, tested, and validated.

Portrait of Santiago Isaza CAM 01 · Paddock

[ Selected Work ] Featured — hover to hold

This site itself was designed and built end-to-end with frontier AI — and the workflows I run it with.

— Santiago Isaza

MotorsportEnergyAI Agents

01 CTO Executor

Five-phase team-lead orchestrator that runs multi-agent project execution under a strict audit gate — with a worker compliance covenant, task-graph watchdog, and a 4-cycle circuit breaker.

CTO Executor — featured image
Made using context engineering Powered by Claude Code
AI / Agent Engineering 2026

02 Project Architect

Seven-phase planning skill that turns a fuzzy idea into a frozen set of stage contracts — with parallel research agents, 400K token budgeting, and HTML overlays at every human-review gate.

Project Architect — featured image
Made using context engineering Powered by Claude Code
AI / Agent Engineering 2026

03 Second Brain

Personal LLM-maintained knowledge vault — Obsidian + Claude Code, three-layer schema (immutable raw, LLM-written wiki, enforced spec) — that ships as a single self-replicating HTML build guide.

Second Brain — featured image
Made using context engineering Powered by Claude Code
AI/Tooling 2026

04 F1 ERS Solid-State Battery Simulation

MATLAB/Simulink electro-thermal simulation of a PEO/LLZO + NMC622 solid-state battery pack for an F1 Energy Recovery System.

F1 ERS Solid-State Battery Simulation — featured image
Made using context engineering Powered by Claude Code
Motorsport 2026

05 Clever_PO — F1 Power-Unit Validation System

A solo engineer R&D project proving what frontier AI can do for F1 powertrain testing and validation — a full Windows-native app shipped end-to-end with Claude Code as the engineering partner.

Clever_PO — F1 Power-Unit Validation System — featured image
Made using context engineering Powered by Claude Code
Motorsport 2026

06 F1 Content Machine

Autonomous Formula 1 content pipeline: Veo 3 + NotebookLM + Nano Banana 2 generate Latin-American Spanish reels, Remotion edits, and Meta/YouTube/TikTok publish — daily.

F1 Content Machine — featured image
Made using context engineering Powered by Claude Code
AI Pipeline 2026

07 EDA KiCad Agent

Agentic PCB design system: Claude Code drives KiCad 9.x via the pcbnew SWIG API, governed by contracts, an adversarial review pipeline, and a verified API manifest.

EDA KiCad Agent — featured image
Made using context engineering Powered by Claude Code
EDA Tooling 2026

let's build.

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