Linear

Linear recommends working backward from an early-stage goal and identifying a small, measurable next step first.

How it works

For example, a user or revenue goal is broken into a smaller reachable threshold first.

Why it is used

It connects current work to medium- and long-term direction even when data is scarce.

Trade-off

Optimizing small thresholds can delay a larger strategic change.

Best fit

New products and teams with limited historical data.

The method recommends reducing a project to a smaller first version to make progress.

How it works

The first delivery targets a narrower value-producing part, not the entire idea.

Why it is used

It creates earlier progress and feedback.

Trade-off

A narrow first version leaves some user needs for later.

Best fit

Product work that can ship incrementally and benefits from feedback.

Linear prefers short issues in plain language that describe the task over user stories.

How it works

An issue is kept clear enough for the assignee to do the work and for relevant teammates to understand what is being done.

Why it is used

It aims to communicate the task effectively and quickly.

Trade-off

Excessive brevity can lose decision or user context.

Best fit

Fast product teams where work definitions change frequently.

Linear describes repeatedly launching and announcing new stages as the company and product evolve.

How it works

Meaningful stages such as funding, access or pricing are treated as separate launches.

Why it is used

Each stage can reach more people and generate customers and learning.

Trade-off

Continuous launching requires narrative and preparation work.

Best fit

Early-stage companies maturing a product in stages.

Before the final decision, a candidate works with the team on a paid, bounded real project for two to five days.

How it works

A real work sample is produced through a standard kickoff, check-in and final presentation; evaluators cast their initial votes independently.

Why it is used

Produces signals about judgment, ownership and daily collaboration instead of interview performance.

Trade-off

It has a high time cost for candidate and team and can disadvantage candidates with existing jobs.

Best fit

Knowledge-work projects that can be kept short, paid fairly and separated from confidential data.

For user-facing work, designers and engineers collaborate from project definition, with tasks separated inside one shared project.

How it works

The first design task is an “Explore designs” issue that verifies the problem; early feedback and technical feasibility stay connected throughout.

Why it is used

Creates shared problem, design and implementation context instead of a late handoff.

Trade-off

Increases the need for cross-functional attention and coordination.

Best fit

User-facing product projects with substantial design uncertainty.