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

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 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.

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.