Project Automation

Rainfall DevKit gives builders AI-native workflows that turn vague project requests into production-ready automations in seconds. It connects 200+ production tools — GitHub, Linear, Notion, Stripe, memory graphs, browser DevTools, RAG pipelines — so your agents can initiate, track, update, and close projects with zero manual glue code. Real-time visibility, automatic documentation, and knowledge graph memory keep every stakeholder aligned.

Instant Launch

Describe a new project in plain English and Rainfall's workflow generator instantly spins up GitHub repos, Linear issues, Notion docs, stakeholder memory entries, and browser-automated setup steps.

Live Truth

Every status change, PR, issue, or payment instantly updates across tools via shared memory graphs and native integrations. Your team and clients always see the real state — no stale spreadsheets.

Perfect Closure

When the last task completes, Rainfall auto-generates final reports, archives assets, triggers Stripe billing, updates knowledge graphs, and notifies everyone with perfect, auditable documentation.

Project Automation themes

Project Updates

Rainfall pushes every PR merge, Linear status change, Stripe payment, or memory update across your entire stack instantly. No more copy-paste. Your knowledge graph stays perfectly current so agents and humans always reason on the latest truth.

GitHub → Linear → Notion syncReal-time memory graph updatesAutomated stakeholder notifications
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Project Tracking

Connect your tools once and Rainfall's semantic memory + vector search gives every agent perfect context. Track progress, extract insights from docs, and run RAG queries across your entire project history without leaving the workflow.

Automated project loggingCross-tool status rollupsReal-time RAG over artifacts
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Project Management

Tell Rainfall what you want ("kick off the new AEC bid with Linear + GitHub + Stripe billing") and it generates, validates, and deploys the full multi-tool workflow. No node editing. Just production-ready orchestration.

Natural language → workflowLinear + GitHub + Stripe lifecycleSandboxed script execution
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Project Initiation

Close a deal in Stripe or get a Notion intake form → Rainfall auto-creates the project skeleton: repo, issues, docs, memory entries, and even pre-fills browser DevTools scripts for setup. Zero lag between sale and delivery.

Auto-create from Stripe paymentIntake form → project graphFigma → GitHub project sync
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Project Documentation

Rainfall turns scattered updates, meeting notes, and artifacts into living, queryable documentation. OCR, vision models, and memory-kg-walk keep everything searchable and up-to-date without manual writing.

Auto-generate architecture diagramsPandoc-powered doc conversionLiving RAG knowledge base
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Project Coordination

Rainfall's daemon context, listener registry, and cron workflows make multi-stakeholder coordination automatic. File watchers, background tasks, and proactive agents keep everyone moving in sync.

Auto-invite + permission setupCross-tool handoff orchestrationProactive reminders via memory
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Project Completion

Last ticket closed → Rainfall auto-generates the final report, archives everything to memory graph, triggers Stripe final invoice, and sends perfect stakeholder handoff. Nothing falls through the cracks.

Final report + knowledge graph updateAutomated archivingBilling closure
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Bring your project automation ideas to life. Describe what you want once — Rainfall builds the rest.