Current Venture

Salmex I/O

I created a personal AI operations platform that lives on your machine — with persistent memory, agentic reasoning, multi-channel communication, and a human-controlled safety system. Built to be infrastructure you own, not a service you rent.

salmex.io Architecture (docs)

Period

2026 – Present

Role

Founder

Status

Active

Stack

Go + SvelteKit

Salmex I/O desktop app: dashboard with server, database, and agent status and a Telegram conversation delivering an FX market analysis — Preview — dashboard and chat (asset also used on salmex.io/docs).

Why This Exists

Cloud AI services create walled ecosystems — your memory resets per session, your data lives on their servers, and corporate policies decide what you can and cannot do. Switching providers means starting from scratch.

Salmex I/O takes a different approach: a local-first platform where you own your data, choose your LLM provider, and control what runs on your machine. It gets better the longer you use it, remembers across sessions and channels, and answers to you — not a corporate policy layer.

Key Differentiators

Local-First

Architecture

Runs entirely on your machine — your data never leaves your infrastructure

LLM Judge

Safety System

4-tier review system that evaluates every tool call before execution, with human-in-the-loop escalation

Multi-Provider

LLM Support

Anthropic, OpenAI, Google Gemini, and Ollama for fully local inference — switch without losing context

Architecture

Salmex I/O is built in Go with a SvelteKit frontend — a single binary with no npm supply chain risk. The platform is structured as eight composable layers, from channel ingestion through to the dashboard UI. Layer-by-layer detail: salmex.io/docs/architecture.

Channel Layer (Telegram, Slack, CLI, Web)Gateway (JSON-RPC, Auth, Routing)Agent (Reason, Act, Observe, Embedded Coder)Judge (Risk Tiers, Escalation, Audit Log)Memory (pgvector, BM25, Extraction, Decay)Plugin (JSON-RPC 2.0, Subprocess, Recovery)Scheduler (Cron, Natural Language, DLQ)UI (Dashboard, SSE, JSON-RPC API)

Platform Capabilities

Beyond chat, Salmex I/O is a full operations platform — it can search the web, write and execute code, browse websites, reach you on Telegram or Slack, run scheduled tasks, and remember everything across sessions and providers.

Persistent Long-Term MemoryMulti-Channel CommunicationEmbedded Coding AgentMulti-Engine Web SearchAES-256-GCM Encrypted ConfigNatural Language SchedulingBrowser AutomationExtensible Plugin System

Founder Responsibilities

As founder, I lead the venture end-to-end — product vision, technical architecture, full-stack implementation, go-to-market strategy, and community building. The platform is built independently, with no venture capital and no corporate roadmap.

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