Insights on intent-driven software.
Long-form writing on Intent OS design, AI agents, and what it takes to turn a stated objective into a coordinated, accountable outcome.
This is BLEUN's public writing — distinct from the in-product Insights feature that surfaces observations about your own objectives inside the app. Here we publish general analysis on intent-driven computing for anyone evaluating the category.
Latest articles
What is an Intent OS?
An Intent OS accepts an objective instead of a task. This article defines intent-driven computing, how it differs from app-centric software, and what it requires technically.
AI Agents vs AI Assistants: What Changes?
Assistants answer. Agents act. A practical comparison of chatbots, copilots, single agents and multi-agent orchestration, with the failure modes of each.
Why Software Is Moving From Tasks to Outcomes
Task managers moved coordination cost onto the user. Outcome-oriented software absorbs it. What that shift means for product design and accountability.
How Multi-Agent Systems Can Coordinate Real-World Objectives
Real objectives have dependencies, deadlines and irreversible actions. How orchestration, shared state, blockers and confidence keep a group of agents coherent.
Human-in-the-Loop AI: Why Autonomy Needs Permission
Autonomy without permission is a liability. A model for graded agent authority, approval thresholds, reversibility and auditability in agent execution.