Jacob Valdez
Currently building VibeStartup — a platform for building startups end to end. Most recently API/Integration Architect at AGI, Inc., shipping APIs, integrations, and agent infrastructure for on-device mobile AI agents. Earlier: Breezy, Deepshard, Motio, and UTA research labs. BS Computer Science from UT Arlington. I love science and engineering and people — this site maps the arguments behind the work.More about me.
Latest
Updates
- Reworking the site around durable updates
- Chem-0 X thread
- Chem-0 LinkedIn reflection
- Now building VibeStartup
- Wrapped up AGI, Inc.
- CortexOne placed third in the OpenAI track
- Promoted to API / Integration Architect
- Joined AGI, Inc.
- Started at Breezy
- GoHuman Fund completed its mission
- Truffle-1 hardware thread
- Joined Deepshard
- Graduated from UT Arlington and joined Motio
- Earned TensorFlow Developer Certificate
- Earned three AWS certifications
Events
Places & Things
Selected work
Active Threads:
- windows-webactive·2026
A browser-based Windows 11 simulation built for human annotation and computer-use agent research.
- macos-web-nextactive·2026
macOS desktop simulation in the browser — companion to windows-web-next for computer-use agent training.
- Limboidactive·2019
Humanoid robot
- Computatrumactive·2019
It's time for AI grow up
- jacobfv-siteactive·2026
This site. Next.js + MDX, every artifact is a node in a graph, the navigation is the relationship.
- canvas-engineeringactive·2026
A type system for multimodal latent dynamics that turns video diffusion models into structured world-modeling substrates.
Index
Projects
- macos-web-nextactive·2026
macOS desktop simulation in the browser — companion to windows-web-next for computer-use agent training.
- Chem-0active·2026
A prototype autonomous chemistry lab exploring how AI agents can operate a low-cost robot arm, camera loop, lab workspace, and evented measurement stack.
- jacobfv-siteactive·2026
This site. Next.js + MDX, every artifact is a node in a graph, the navigation is the relationship.
- brain-modelactive·2026
A set of experiments using Meta TRIBE v2 to model emotion, UX, virtual EEG, consciousness dynamics, and affective intervention from predicted brain activity.
- belief-graph-orchestratoractive·2026
Event-sourced multi-scale cognitive control system for autonomous GUI agents.
- standup-aiactive·2026
AI scrum-lead assistant — automates standup task management across Notion and Linear.
- windows-webactive·2026
A browser-based Windows 11 simulation built for human annotation and computer-use agent research.
- general-unified-world-modelingactive·2026
A typed causal ontology of civilization that projects economics, politics, firms, people, and events onto one structured latent world model.
- PrecisionBOMactive·2026
An AI-powered BOM sourcing platform that combines specialist agents, real supplier data, and blockchain-backed audit trails for hardware procurement.
- canvas-engineeringactive·2026
A type system for multimodal latent dynamics that turns video diffusion models into structured world-modeling substrates.
- lifeloggeractive·2025
Personal activity tracking daemon with LLM summarization.
- browser-osactive·2025
Browser-native desktop shell — generic OS chrome that windows-web and macos-web inherit from.
- eggroll-traineractive·2025
Python implementation of EGGROLL (Evolution Guided General Optimization via Low-rank Learning) for scalable evolution strategies training
- imgptactive·2025
Image processing and generation toolkit
- Tilesactive·2024
Free and open source tiles matching game!
- The Agent Suiteactive·2023
Voice AI agents and business automations for handling customer communication, lead qualification, appointment booking, and operational workflows at scale.
- Jacob's Hits 2023 (album)active·2023
Some of my favorite personal music creations
- AI Proverbsactive·2022
The treasure trove of AI ponderances. Pictures and text by AI.
- TensaCodeactive·2022
SE + ML = Programming 2.0
- MPNetsactive·2022
Multi-Paradigm Networks.
- node-treeactive·2022
module for generating synthetic demonstration-description pairs using psuedo context-free grammar
- The Multi-Agent Network (aka: the MAN)active·2021
A modular developer-oriented framework for integrating pretrained and learning agents
- 👩🏽🌾 The Fertile Cresentactive·2021
Ecosysten of projects, repositories, and libraries to promote the advancement of artificial intelligence
- Broadening and Building Beyond Classical Reinforcement Learningactive·2021
Affective psychology + multi-agent reinforcement learning
- Summer Break 2021! (album)active·2021
A collection of various songs capturing various emotions I experienced during the 2021 summer break
- multigraph-nnactive·2021
Dynamic time multi-graph neural network framework
- This site!active·2021
Personal portfolio website.
- Stanford Open Datathon Group Projectactive·2021
Data scientist in a 5-student international group
- jplotlibactive·2021
Quick plotting utilities for jupyter notebooks
- Predictive General Intelligenceactive·2021
Theoretical framework an plan for developing artificial general intelligence
- Workplace Surveillance Systemactive·2019
When you need to catch employees on their phone, this will do the trick!
- Full Stack Artificial Intelligenceactive·2019
Computer interaction + deep reinforcement learning
- Computatrumactive·2019
It's time for AI grow up
- Limboidactive·2019
Humanoid robot
- Copyright Calculatoractive·2014
Scripted conversation bot to help students stay safe
- ascii-artshipped·2026
Multi-layer ASCII art generator with dithering, edge detection, and compositing — browser-native.
- bsbrshipped·2025
novel attention mechanism for efficient processing of long sequences in transformer architectures
- agent-twitter-clientshipped·2024
A Twitter client for agents — no API key necessary.
- MLN-Dashboardshipped·2021
Modular server for data visualization
- jnumpyshipped·2021
Another autograd / deep learning / RL library
- Dashshipped·2021
Covid19 Analysis Visualization Dashboard
- 20Qshipped·2021
20 Questions Android App
- tf-somshipped·2021
Self-organizing maps in tensorflow
- DesparadosAEyeshipped·2021
Project manager, general app developer, and ML engineer for a 5-person group developing open-ended Android chatbot
- multi-graph-formershipped·2020
Like a transformer, but for graph2graph instead of seq2seq
- Home Internet Factoryshipped·2020
CNC router + 3D printer + Raspberry Pi 4 + camera + Internet
- SQTESTshipped·2016
Flexible Spanish – English translation system
- Labatronshipped·2016
Automated stochiometry solver for CHEM 1411/12
- Saleshipped·2015
Basic Spanish – English translation system
- Cookie Cutter CNCshipped·2015
Full stack engineering project
- Cookie Baker 3D Printershipped·2013
Programmable 12×12 2D gantry
Capabilities
Skills
Writing
Recent posts
Reading
What I'm reading
Research