Research that ships.

We build AI infrastructure and privacy-first software. Our research becomes products. Our products validate our research. One flywheel.

Founded by Myron Koch - independent AI researcher, former AI Director, guest lecturer at Harvard, MIT, Princeton, Cornell Tech, NYU, and Oxford.

Privacy-first
One-time pricing
Runs locally
Open research
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Product Arm

Desktop apps for macOS that run on your device, cost once, and never phone home. Built on our own research.

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Research Arm

Papers, standards, and open source tools for multi-agent orchestration, semantic memory, and MCP infrastructure.

Products

Built for people, not metrics.

Every app runs locally on your Mac. No accounts. No cloud. No telemetry. Buy once, keep forever.

Push to Transcribe

Push to Transcribe

Assistive voice-to-text for macOS. Hold a key, speak, see text. Powered by Whisper, entirely on your Mac.

macOS 14.0+ 100% Local 100+ Languages Accessibility
Website Free Trial $19.99 one-time
MarkDossier

MarkDossier

WYSIWYG markdown editor for macOS. Open .md files and see rendered documents. Hot-reloads when agents write to your files.

macOS WYSIWYG Agent Hot-Reload KaTeX + Mermaid
Website Mac App Store $14.99 one-time

Research

Papers, standards, and open source.

Building the infrastructure that makes AI agents work. Publishing what we learn.

Reminisce: Episodic Memory for LLM Agents

Architecture for persistent agent memory using keyword ranking and semantic consolidation. PostgreSQL + pgvector.

98.3% precision on LongMemEvalS - arXiv 2026

PrimeAgentOrchestrator

Bridge-don't-own multi-agent coordination. Cross-machine orchestration via Cloudflare Durable Objects.

15-task evaluation - Draft 2026

BMCPS v3.0 Standard

Open standard for safe, consistent MCP tool interfaces. Modular architecture. MIT licensed.

25 mandatory tools - 238 automated tests

Operational Semantics

Technical blog documenting the full research journey. MCP development, agent orchestration, semantic memory, and standards.

45+ deep-dive posts

MCP at Scale

Production MCP server with 111 tools across 7 blockchain networks. Demonstrates MCP patterns for complex orchestration.

111 tools - 7 networks

Open Source Contributions

Contributor to Rectangle (25K-star macOS window manager). 16+ MCP servers built. MCP Server Factory for auto-generation.

25K+ star project - Merged PR

Built by one person.

Peak Summit Labs is founded and operated by Myron Koch - independent AI researcher, engineer, and former festival founder. Every product, every paper, and every line of infrastructure is built solo using AI-augmented engineering.

The name comes from the Peak Summit Groove and Dance Festival, a multi-venue music festival Myron founded and operated for over a decade. Same instinct, different domain: take isolated tools, find the undervalued space, build something bigger than the parts.

25
Years in Tech + Music
6+2
Ivy League + Oxford
3
arXiv Papers
Portfolio Blog GitHub
Guest lecturer at Harvard, MIT, Princeton, Cornell Tech, NYU, and Oxford
Keynote speaker, Web3 Summit Amsterdam
Author, BMCPS v3.0 open standard for MCP interfaces
Contributor to Rectangle (25K-star macOS utility)
Former AI Director and COO
Built online ticketing platform before Ticketmaster went digital
Founded and operated one of the region's largest music festivals (2000-2022)