Context

The difference between a hallucination and a feature is a boundary.

A Space scopes documents, plans, dashboards, and support to one service, one team, or one domain. Agents inside a boundary know what to reference and what to ignore — so they build the right thing without guessing.

Payment API Spec
Webhook Guide
Error Standards
Refund Redesign
Stripe Connect
Service Dashboard
Support Queue
Auth Middleware
Frontend Toasts
Legacy v1 Schema
Documents
Plans
Dashboards
Support
Payments Service
Agents see this context
out of scope
out of scope
out of scope

A Space is a contextual boundary — the same structure your team already works in, made legible to your agents.

The problem

Agents have no shared intuition. They do what the text says, or they guess. A vague sentence becomes the wrong API shape. A missing edge case becomes a production bug. Every rework burns tokens and calendar time.

The structure

Spaces solves this at the organizational level, not just the prompt. Draw a boundary around a service, a team, a domain — and everything inside inherits that context automatically. Docs, plans, dashboards, support, and settings all live in scope.

Context isn’t a nice-to-have. It’s a multiplier.

Same task, same model. Without context, cost compounds with every rework cycle. With the right boundary, the agent gets it right the first time. The gap isn’t luck — it’s structure.

Without context boundaries

$0
per feature · 3 rework cycles + ongoing maintenance debt
  • First attempt — wrong API shape, misses the service auth contract
  • Rework — code review flags 14 issues, full regeneration
  • Third pass — breaks staging, an engineer steps in to ship
  • Ongoing — every future change re-discovers the same gaps, same cost

With space boundaries

$0
per feature · right the first time

Scoped context, relevant docs, correct standards. No rework spiral — and every future change to this service starts with the same advantage. The savings compound, not the debt.

Inside a Space

See it. Plan it. Build it. Fix it. In one place.

Dashboards, plans, docs, support, and settings — unified inside the boundary, so your team and your agents always have the full picture of a service without context-switching between tools.

Documents

Specs, decisions, runbooks. Published docs become the contract agents execute against.

Plans

Projects on this service, each with its own dependency graph and timeline.

Support

Bugs, incidents, and requests scoped here — closing the loop from report to fix.

Dashboards

KPIs, progress, and health for this service — scoped to what matters.

Settings

Configuration for the Space — defaults, access, and preferences that apply inside the boundary.

Model your org

Different boundaries for different purposes

Organize around services, teams, or knowledge — each Space gets its own views, settings, and structure, so everything inside stays focused and relevant.

Service Space

A service boundary — its API, docs, plans, and dashboards. A plan inside is a project to build or change that service; agents inherit the full service context.

Payments · Auth · Notifications

Team Space

A home for the team — working agreements, onboarding, rituals, and shared standards. Agents working in the team inherit these norms automatically.

Platform Team · Design System

Reference Space

Cross-cutting documentation, patterns, and architectural decisions. Read-heavy — agents pull from them, rarely write to them.

API Standards · Security Patterns

Define the boundary. Let agents find the context.

Spaces organizes your work into contextual boundaries — so agents discover the right specs, standards, and docs without prompting. Better boundaries, better output, fewer reworks.