BETTER DESIGNREVIEWLESS CODEREVIEW

Code grounded design review for builders. Our Scott plugin enables headless context sharing and our pull request review agent links code to design intent so you can be confident on merge.

Built by Coinbase engineers, backed by YC, MaC Ventures and world class operatores

Y Combinator

Fall 2025

Ex-Coinbase

Dev platform - 700+ engineers

MaC Ventures

Venture fund

Garry Tan

President & CEO, YC

Scott for developers

# install Scott locally

$curl -fsSL https://tryscott.ai/install | sh

# sync your work, then chat from /sync

$scott sync

Read the docs ->Book a demo ->

Coding agent misalignment is sneaky expensive.

Agents are delivering real value. But without agent native team alignment, significant gains are left on the table.

New Productivity Bottlenecks

Senior engineers spend significantly more time reviewing misaligned agent output.

New Stability Risks

Agents that execute on assumptions instead of approved intent introduce risk that's invisible until deployment.

Token Waste

Every misaligned agent run burns tokens on the wrong ideas. Retries and rework costs compound fast.

Alignment is the force multiplier for coding agents.

Teams that align on requirements before agents execute ship faster, break less, and waste fewer tokens.

Senior engineers ship, not babysit

Productivity gain

Approve the plan once, not every pull request. Seniors get back to shipping instead of reviewing misaligned agent output.

Fewer incidents, faster delivery

Risk mitigation

Agents execute on approved intent, not assumptions. More stable deployments, fewer surprises in review.

Less rework, more throughput

Token cost reduction

Aligned agents don't churn through retries. Full context up front means less compute wasted on wrong directions.

How Scott enables alignment

01

Plan

Take your half baked idea to a comprehensive proposal in a planspace that is grounded in all of your company's codebases & knowledge sources.

Planspaces docs →
02

Align

Get your teams feedback through inline comments, prototype sharing, and streamlined reviews colocated with your full line of reasoning; all the context needed to delegate a comprehensive plan to any coding agent.

Reviews docs →
03

Delegate

Hand the approved plan to any coding agent with full context. Less rework, less token waste, fewer surprises in review.

CLI & agent integrations docs →

FAQ

Frequently asked questions

Scott AI is the alignment layer between your team and your coding agents. Planspaces help you define your best specs, get approval from your team, and delegate complete, approved context to any coding agent.

All of them. Scott is focused on helping you define your intent. A core principle of our design is that the alignment layer must be fully agnostic to the agents and tools you build with. Learn more about The Scott Method.

Docs rot. Scott starts from real agent work via scott sync, then turns the sessions worth sharing into reviewed planspaces. Scott intent also links to the PRs that ship through Scott CI to enable organizations to continuously improve their operational health. See Pulse for more details.

No. Keep using Claude Code, Codex, Cursor, OpenCode, Gemini, or whichever agent you prefer. Run scott sync to onboard recent work, scott push to share a focused thread, and scott pull when it is time to execute.

Get Started

Start with your agent history

Install Scott, run sync, and use Sync Chat to decide which work should become team-facing planspaces.

CLI onboarding
$ curl -fsSL https://tryscott.ai/install | sh
$ scott sync
Open quickstart →
Book a demo