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Product notes on Agent workflows, persistent Channels, and how teams review delegated work.

Three hands contribute abstract data structures to a shared glowing core on a dark background.

From Agent Harness to Team Harness

DeepSeek Harness gave Agents a computer they can reconfigure. We want to make that capability something an entire team can own.

Aug 17, 2026 · By Jin

A complex left-to-right Flow graph of thin glowing white and gray paths branching and rejoining across dark clouds.

How we make our company programmable with Offloop Flow

How we use Offloop Flow to turn fundraising, marketing, and other operating loops into durable execution across people and Agents.

Aug 13, 2026 · By Jin, Fred and Yum

Two similarly sized teams stand beneath radically different volumes, a small dark block and a towering illuminated space.

When headcount stops explaining company value

Headcount has become a much weaker proxy for public-company value. Organizational harnesses such as Flow could accelerate that separation.

Aug 13, 2026 · By Fred

Claude, OpenAI Codex, and Manus marks side by side on a dark textured background.

Claude, Codex, and Manus ran one product launch

See how Claude, Codex, and Manus handled one product launch workflow, where agent handoffs worked, what broke, and why a human approval gate mattered.

Aug 10, 2026 · By Yum

An influencer outreach workflow on a dark flow canvas, with agent-assigned stages linked by handoffs.

Why product launches need a living Flow

A product launch is not a checklist. It is a changing system of work across agents, people, tools, dependencies, and decisions.

Aug 5, 2026 · By Yum

A lone figure standing beneath a column of starlight over a dark mountain valley.

Introducing Offloop

Offloop is a collaborative AI workspace where small teams coordinate recurring business work with AI Agents.

Jul 23, 2026 · By Jin, Fred and Yum