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

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

How Operum was born

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.

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.

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

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.

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.

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.

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.

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.

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.

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