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Insights on AI agent orchestration, development automation, and building faster with AI teams.

A dark purple card headed “Building software with AI agents” with the title “What changed”, and six rows under Then and Now: Learn first, then build → Learn while you build. You need a technical co-founder → You need a clear idea. Give the AI orders → Question it like a colleague. The hard part is writing code → The hard part is the handoffs. Ship it and hope → Nothing ships until it's tested. Pick the smartest model → Pick the one that remembers. The footer reads operum.ai.

Building software with AI agents: six things that changed

Six shifts in how software gets built when you work with a team of AI agents, from a founder with no technical background.

Alex and Olga Primak, the founders of Operum

The little project that became our company

How Operum was born

Five Things I Learned About Safety, Building With AI Without a CS Degree

Five Things I Learned About Safety, Building With AI Without a CS Degree

Everything you need to know about CI.

I Used to Decide Who Got Hired. Now I'm Not Sure I'd Hire Myself.

I Used to Decide Who Got Hired. Now I'm Not Sure I'd Hire Myself.

Can you prove your worth without the degree? What eight months of AI-assisted building taught me about hiring, credentials, and the future of work.

Engineering at the Speed of Trust: How Operum's Opinionated Design Avoids the Failures We've Seen Kill AI Teams

Engineering at the Speed of Trust: How Operum's Opinionated Design Avoids the Failures We've Seen Kill AI Teams

A senior engineering leader's perspective on why Operum's controversial design decisions—sequential PRs, protected templates, IPC state machines—are actually the most reliable approach to AI orchestration at scale.

Why Sequential PRs Beat Parallel Pipelines: The Hidden Cost of Pipelining AI Work

Why Sequential PRs Beat Parallel Pipelines: The Hidden Cost of Pipelining AI Work

A deep-dive into why Operum defaults to one PR at a time, and why it's faster than it looks on paper.

Entrepreneurship in the Age of Agentic AI: Who Startups Are Really For

Entrepreneurship in the Age of Agentic AI: Who Startups Are Really For

Chat AI helps everyone write emails. Agentic AI gives founders the leverage they've always deserved. A founder's take on who this moment is really built for.

Real vs AI Engagement: Why Your Voice Is the Scarcest Resource Now

Real vs AI Engagement: Why Your Voice Is the Scarcest Resource Now

AI can automate your posts. It can't automate trust. Why the human-in-the-loop pattern is the only social strategy that still works in 2026.

The Complete Guide to AI Agent Orchestration in 2026

The Complete Guide to AI Agent Orchestration in 2026

What AI agent orchestration is, why it matters, how it works, and how to evaluate orchestration platforms. The definitive guide for founders and engineering leaders.

Why 'Never Loses Context' Changes Everything for AI-Powered Development

Why 'Never Loses Context' Changes Everything for AI-Powered Development

Every AI coding tool forgets you exist between sessions. Persistent AI memory and shared team knowledge change the equation entirely. Here's why AI context retention is the feature that matters most.

Why Your Enterprise AI Strategy Needs an Orchestration Layer

Why Your Enterprise AI Strategy Needs an Orchestration Layer

Pluggable AI engines, local inference, full audit trails, and zero vendor lock-in. How Operum's architecture solves the real blockers to corporate AI adoption.

The AI Tools Landscape in 2026: There's Now a Tool for Almost Any Need

The AI Tools Landscape in 2026: There's Now a Tool for Almost Any Need

Seven serious AI coding tools launched in 18 months. Here's what each one actually does, where the market converged, and the gap nobody's filling yet.

Building an AI Agent Orchestrator: How 6 Specialized Agents Coordinate Through GitHub

Building an AI Agent Orchestrator: How 6 Specialized Agents Coordinate Through GitHub

A technical deep-dive into multi-agent coordination patterns, pipeline architecture, and how GitHub becomes the source of truth for agent orchestration.