Where builders align
on their best plan
Where builders align on their best plan
Helping teams delegate more work to coding agents with less token waste.
Coding agent misalignment is sneaky expensive.
Agents are delivering real value. But without agent native team alignment, significant gains are left on the table.
Senior engineers spend significantly more time reviewing misaligned agent output.
Agents that execute on assumptions instead of approved intent introduce risk that's invisible until deployment.
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 intent before agents execute ship faster, break less, and waste fewer tokens.
Senior engineers ship, not babysit
Productivity gainApprove the plan once, not every pull request. Seniors get back to shipping instead of reviewing misaligned agent output.
Fewer incidents, faster delivery
Risk mitigationAgents execute on approved intent, not assumptions. More stable deployments, fewer surprises in review.
Less rework, more throughput
Token cost reductionAligned agents don't churn through retries. Full context up front means less compute wasted on wrong directions.
How Scott enables alignment
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 →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 →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 specs are grounded in your codebase & company knowledge via connected sources. 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. Connect your repos to Scott, hook up the Scott MCP to any of your agents, and use Scott to explore your intent and align with your team.
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