How They Do ItBETA

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Warp

Warp collects its working principles in a living public document, organizing around solving user problems and learning by using its own product.
Operating system
  1. User problem
  2. prioritization
  3. experiment in Warp
  4. success/failure feedback
  5. evaluation
  6. iteration.

System principles

  • Keep principles as a living document.
  • Begin coding work by trying the tool.
  • Record both success and failure as feedback.

Tensions and trade-offs

  • Using one’s own product gives fast insight but employee experience may not represent customers.
  • A tool-first discipline increases learning but can delay urgent work.

PRACTICES

How Warp builds its operating system

01
AI-assisted work

Start each coding task with a Warp prompt

A coding task is first attempted with a prompt in Warp.

How it works
A successful result is shared; on failure, feedback is first provided about what did not work.
Why it is used
Makes the product’s success in real work systematically visible.
Trade-off
Starting every task from the same entry point can add friction where it does not fit.
Best fit
Product teams seeking to test their own tool in daily workflows.
Open original source ↗
02
Learning

Record failure after ten minutes

If prompting appears unproductive after ten minutes, failure information is sent to the relevant feedback channel.

How it works
The person shares context such as the prompt and conversation ID to help the team learn and potentially create an evaluation.
Why it is used
Produces concrete, repeatable failure signals about tool behavior.
Trade-off
Reporting overhead can make users document every experiment.
Best fit
Fast-learning AI product teams with a feedback channel and clear ownership.
Open original source ↗
03
Knowledge sharing

Share what works and what does not

Success is shared in the #warped-it channel; if another AI tool works better, people are asked to report what worked there too.

How it works
Good examples and comparisons with competing tools do not remain private individual knowledge.
Why it is used
Creates reusable examples of good use and signals of product gaps.
Trade-off
Channel noise or tool advocacy can obscure the real problem.
Best fit
Teams that connect experience-sharing to a product-improvement loop.
Open original source ↗
04
Product

Coding-mandate dogfooding

Every coding task starts with Warp, putting the product in the team’s own development workflow.

How it works
The coding mandate makes internal use the prescribed entry point to development work.
Why it is used
It creates direct exposure to product friction.
Trade-off
A mandatory tool can be costly or poorly suited in edge workflows.
Best fit
Product companies whose staff are genuine target users.
Open original source ↗
05
Product

Gamechanger–showstopper prioritization

Work is split between high-impact novel features and parity gaps that block use; everything else is treated as a distraction.

How it works
The team deliberately balances gamechangers and showstoppers and considers impact relative to effort.
Why it is used
It prevents novelty from crowding out basic usability, and vice versa.
Trade-off
The categories require judgement and can underweight enabling maintenance work.
Best fit
Products needing both differentiation and credible workflow coverage.
Open original source ↗
06
Product

Risk-specific discovery

Product risk is tested with users and technical risk with a prototype.

How it works
Before dismissing work as too large or small, the team actively assesses risk using face-to-face user conversations where possible and prototypes for feasibility.
Why it is used
It separates desirability from buildability evidence.
Trade-off
Interviews and prototypes add upfront time.
Best fit
Uncertain product bets with reversible discovery work.
Open original source ↗

Primary sources

How We WorkCompany-published public Notion working guide
Source details
Company publication: YesAccessed: 2026-09-05Visible update: Living document; per-page update not displayedLicence: No reuse licence displayed; treat page prose as copyrighted/all rights reserved.Archive: Public Notion URL is capturable, though mutable; preserve URL and content in any external snapshot (no snapshot is claimed).
How Warp uses WarpCompany-published public Notion working guide
Source details
Company publication: YesAccessed: 2026-09-05Visible update: Not displayedLicence: No reuse licence displayed; treat page prose as copyrighted/all rights reserved.Archive: Public Notion URL is capturable, though mutable; preserve URL and content in any external snapshot (no snapshot is claimed).