Aggregation layer
Structural exports
Preserve relative paths, file boundaries, and metadata so LLMs can reason about architecture instead of flat text blobs.
Platform
One product layer between scattered repositories and useful LLM context
The platform story centers on aggregation, review, and export quality. It is not just a file joiner, but a workflow for shaping clean context before a model ever sees it.
Core pillars
What the platform is designed to do
These pillars come directly from the Stitch design system and messaging: dark technical panels, high-contrast copy, and an emphasis on controlled context creation.
Team operations
Cross-repo workflows
Bundle product code, shared utilities, infrastructure, and docs into one auditable export for handoffs and incident response.
Output quality
Context shaping
Trim noise, surface useful metrics, and control what enters the final export before it reaches any downstream model.
Product flow
Aggregation pipeline
The route structure intentionally turns the original single Stitch page into a marketing system with reusable blocks and clearer product storytelling.
- Blend monorepos, packages, and documentation into one clean export
- Preflight token budgets before a single prompt is sent
- Respect ignore rules and reduce generated noise
- Package context for onboarding, reviews, and agent handoffs
Input layer
Apps packages docsProduct apps, shared libraries, docs, and internal utilities enter the same session.
Control layer
Preflight and filtersInspect token size, review inclusion rules, and trim noise before export.
Output layer
One structured bundleGenerate a context file that remains legible to both humans and coding agents.
Ready for better context
Build better context before prompting
Compare the platform against manual context assembly, then review the local-first trust model behind the workflow.