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The Lab

Things I've shipped.

Open source, side projects, and experiments. Some are live, some are forever betas, all are real.

Time to First Thought

Experiment
Typing Groq Desktop only

A 60-second flow-typing experiment with no backspace. An LLM reads your text and finds the moment your thought crystallized. That moment, in seconds, is your TTFT.

Wiki for AI Agents

Open Source
Agent Memory Git Markdown

Your AI forgets you every session. Fix it with a repo. Paste one prompt, answer five questions, drop three artifacts. Ten minutes to a second brain your agent can actually read and write.

Multi-Agent Research Tool

Open Source
Claude Code Multi-agent Research

Research agents hallucinate. /research runs parallel subagents, an adversarial critic, and a citation auditor. Every claim traces or fails. Zero API keys.

AI Chat Resume

Open Source
Agent Web Schema.org Template

Your next recruiter is an AI. Your resume should be too. A live surface for the agent-to-agent web: hiring agents hit a Schema.org JSON endpoint, humans get a chat with proof cards.

Voice AI in Production

Case Study
Voice AI Enterprise Adoption

Eighteen months shipping voice AI to Fortune 500 enterprises. Three verticals, asymmetric conversion, four surprises. What I learned about demos, adoption, and the integration-surface signal.

Product Shape Is What You Refuse

Case Study
Scope Platform MCP-first

Scope lessons from building an enterprise voice AI platform from zero. A narrow control point over full-stack. The MCP-first bet, the pivot I got wrong, the consolidation that followed.

Competition Is a Setting, Not a Force

Essay
Systems First principles Scarcity

Two kinds of competition, by design and by constraint, rest on one rule. Once you see that competition is downstream of scarcity, it stops being weather and becomes a material you can build with.

Voice Debate App

Vapi Challenge
Voice AI Multi-agent Playful UX

Shararat is a playful voice AI experience where two agents, Angel and Dan, debate your choices. Built for the Vapi Build Challenge to explore multi-agent interactions and creative prompting.

Home Server Guide

Guide
Home server Self-host Network security

A guide to turning the spare laptop in your drawer into a home server that blocks ads and malware for every device on the network, hosts a family password manager, and watches your cameras. The walkthrough I wish I had when I started.

Claude Code Resource Monitor

Open Source
Dev Tool Rust Terminal

Know exactly how much Claude you have left. A tiny embedded proxy reads Anthropic's rate-limit headers live, so one terminal window shows your 5-hour and 7-day usage, pace, ETA to cap, and system telemetry (CPU, GPU, memory, disks, temps) side by side. Straight from the source, never scraped.

Always open to a good conversation

About AI, product, or anything you're building.

Get in touch