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ucsandman/README.md

Wes Sander

AI agents, poker, and shipping things fast

Website LinkedIn X Reddit Sponsor

About

Solo founder building infrastructure for AI agents. Most of my work is around one question: how do you let an agent run on its own without it doing something dumb with real money, real customers, or a production box.

I spend most of my time:

  • Building approval and policy layers so agents can be trusted with risky actions
  • Running Claude Code and OpenClaw as daily drivers and open sourcing the setup
  • Running an LLM-driven discovery loop at night. It beat 10 best-known Packomania circle packings and a paper is on arXiv
  • Driving phones and desktops from LLM agents
  • Writing poker solvers. I played pro before any of this
  • Shipping small products and seeing what sticks

📍 Based in Ohio. If you're building agent infra, my DMs are open.

Tech Stack

Tools and languages I work with most.

Tech stack

Featured Open Source

DashClaw

The approval and policy layer for AI agents

  • Intercept risky actions before they run
  • Block them or approve them remotely
  • Records every decision as evidence
  • Works with Claude Code, MCP, and OpenClaw

TypeScript Next.js

marketing-studio

Agent-driven marketing studio for Claude Code

  • One /marketing command
  • Renders logo reveal, demo, launch video, social clips, OG assets
  • Built for solo devs who hate making assets by hand

JavaScript Remotion

claude-harness

My daily-driver Claude Code harness, mirrored public

  • Guard hooks born from real incidents
  • Enforced model routing
  • Zero-dependency tools
  • Nightly self-reflection ladder

JavaScript

OpenClaw-Setup

My personal OpenClaw setup

  • Hierarchical memory
  • Meditation loop
  • Tools and skills I actually use every day

Python

SideTap

Your iPhone, driven from Windows

  • LLM agents tap, type, and read the screen over USB
  • No jailbreak
  • MCP server included

Python

postflop

Heads-up NLHE postflop GTO solver

  • Vector-form Discounted CFR in Rust
  • Measured exploitability
  • CLI, WASM, and a browser workbench

Rust WASM

GitHub Analytics

GitHub streak

GitHub stats Top languages

Pinned Loading

  1. DashClaw DashClaw Public

    Remote approvals, policy checks, and execution evidence for unattended AI agents.

    TypeScript 297 49

  2. marketing-studio marketing-studio Public

    Create product launch assets with Remotion, then review and distribute them through guarded, dry-run-first workflows.

    JavaScript 227 31

  3. OpenClaw-Setup OpenClaw-Setup Public

    my personal OpenClaw setup with hierarchical memory, meditation, tools, etc. https://www.reddit.com/r/clawdbot/comments/1rs7yns/ive_used_openclaw_for_months_the_biggest_unlock/

    Python 125 23

  4. SideTap SideTap Public

    Your iPhone, driven from Windows: LLM agents tap, type, and read the screen over USB

    Python 16 5

  5. claude-harness claude-harness Public

    A daily-driver Claude Code harness, mirrored public: incident-born guard hooks, enforced model routing, zero-dependency tools, and a nightly self-reflection ladder.

    JavaScript 15 1

  6. jarvis jarvis Public

    A Windows desktop companion. Ask about your screen, build prototypes, and review computer actions. Astra or Fable through your subscription.

    JavaScript