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# Blog

Technical articles on AI, trading systems, and software engineering

  • Inside operum.ai: How a Desktop App Orchestrates an AI Agent Team

    The architecture behind operum.ai — Tauri, Rust, SvelteKit, file-based IPC, and a workflow arbiter that keeps 6 AI agents coordinated without a cloud backend.

    Feb 20, 2026
    aiagentsarchitectureoperumtaurirustsvelte
  • The Activation Energy Problem: Why AI PMs Matter More Than AI Coders

    The hardest part of engineering isn't writing code — it's starting. Here's how an AI PM eliminates the cold-start problem and lets creativity unfold.

    Feb 15, 2026
    aiagentsoperumproductivityworkflows
  • From 17 Issues to 194: Watching an AI Agent Team Scale Up in Production

    Two weeks ago, operum.ai had 17 issues and 10 PRs. Now the dashboard shows 194 issues, 166 PRs, and agents self-coordinating across marketing, PM, and engineering.

    Feb 12, 2026
    aiagentsorchestrationoperumproductionscaling
  • Enterprise AI Coding: Context Automation is the Missing Layer

    AI coding assistants are powerful, but unlocking their full potential in enterprise environments requires a context automation layer. Here's the pattern.

    Jan 31, 2026
    aienterpriseclaude-codeautomationsecurity
  • Introducing operum.ai: AI Agent Orchestration for Builders

    6 specialized AI agents. One orchestrator. Ship products faster with autonomous development, marketing, and community workflows.

    Jan 30, 2026
    aiagentsorchestrationoperumautomationproduct
  • Closing the Delegation Gap: From 20% to 60% AI Autonomy

    Anthropic's 2026 report shows engineers delegate only 20% of tasks to AI. Here's how multi-agent architecture pushes that to 60%.

    Jan 23, 2026
    aiagentsanthropicorchestrationautomation
  • From SSH Sessions to Autonomous Agent Teams: Local Orchestration with Unix Primitives

    How I evolved from Tailscale + Termux remote access to running 6 autonomous AI agents using file-based IPC, systemd, and cron — no cloud APIs required.

    Jan 20, 2026
    aiagentsclaudeunixautomation
  • Trading UI Patterns: What 8 Years in Hedge Funds Taught Me

    Practical UI patterns from building trading systems at Millennium, ExodusPoint, and Citi. Flash-on-change, position flattening, smart defaults, and more.

    Jan 14, 2026
    tradingperformanceuireactfinance
  • Why We Built a React Grid with 3 Interchangeable Engines

    Pick Worker for streaming, WASM for filtering, or JS for simplicity—same API, different superpowers.

    Jan 8, 2026
    reactperformancewasmdata-gridtrading
  • Claude Anywhere: My Tailscale + Termux Setup for 24/7 AI Collaboration

    How I set up Tailscale and Termux to SSH into my workstation from my phone, enabling continuous Claude Code sessions from anywhere.

    Jan 7, 2026
    aiproductivityclaudemobile
  • Why I Started Writing About Data Grids and AI

    After years of building data-intensive applications for finance, I realized there is a gap in practical technical content. This site aims to fill it.

    Dec 31, 2025
    data-gridsaifinance
© 2026 Alex Primak. Built with SvelteKit.