AI development
orchestration.
Describe a feature in plain English. Parton plans once, scaffolds all files, implements logic in parallel, and validates the result.
"add invoice export"
tree-sitter scan · symbol extraction · key file snippets
Graph-aware · clarifies requirements · plans per-file tasks with exact contracts
InvoiceExport interface, ExportFormat enum, ExportOptions type
createExport(), getExportById(), listExports()
serializeToCsv() with configurable delimiters
generatePdf() with company branding template
POST /invoices/:id/export endpoint
Export dialog with format picker and download
Prisma schema for invoice_exports table
Integration tests for full export flow
8/8 scaffolds pass · exports verified · ready for implementation
8/8 files written · 21.8K tokens · build + lint + tests passed · auto-fix ready
Install
One command. That's it.
Works on macOS and Linux.
AI coding today is powerful but chaotic.
Prompt chaos
Every request starts from scratch. You re-explain context, re-describe architecture, and hope the AI remembers what you said three prompts ago.
Context overload
Large codebases exceed context windows. The AI sees fragments, misses dependencies, and produces changes that break things it never knew existed.
No coordination
Multiple AI sessions edit the same files with no awareness of each other. Merge conflicts, duplicated work, and silent regressions pile up.
AI with the right context.
Most AI tools send your entire repository to the model — or rely on approximate search. Parton runs a code graph first using tree-sitter Wasm across 11 languages, extracts key file snippets (auth, middleware, schema), and builds a targeted context for every task.
Turbo Parallel Execution.
Code graph first → plan once → scaffold all files in parallel → structure check → implement logic in parallel → validate + auto-fix.
Contract-driven. Zero interface bugs.
Parton defines strict contracts before execution starts. Every file agent follows its exact contract — function signatures, types, and exports. Compliance is verified deterministically.
Parallel files can never produce mismatched interfaces. The #1 cause of AI coding failures — eliminated.
Review before execution.
Parton generates an execution plan with per-file contracts, confidence score, and cost estimate. Review, add comments, and approve before any code is written.
Plans and runs are separate. Add comments to refine the plan, iterate without re-executing.
Parton understands your repository.
The code graph runs first — before everything else. Using tree-sitter Wasm across 11 languages, Parton extracts symbols, imports, exports, and key file snippets so the clarifier and planner have full context.
Graph-first pipeline
The code graph runs FIRST — before the clarifier and planner. Tree-sitter Wasm scans the entire project, extracts symbols, exports, imports, and key file snippets. Grammars are downloaded lazily to ~/.parton/grammars/ on first use.
Key file snippets
Auth, middleware, schema, and permission files — the first 25 lines are shown to the planner and clarifier. The planner understands HOW the project works, not just WHAT exists. JSON mode ensures structured LLM output for all metadata calls.
11 languages + regex fallback
TypeScript, JavaScript, Rust, Python, Go, Java, C, C++, Ruby, PHP, and Kotlin supported via tree-sitter Wasm. Unsupported languages fall back to regex-based analysis. Zero binary size impact — grammars downloaded separately.
Safe parallel execution.
Scaffolds are verified before implementation begins. Validation runs build, lint, and tests automatically — with auto-fix on failure.
Structure check after scaffold. Full validation after execution — typecheck, lint, build, tests. Auto-fix retries automatically on failure.
Four commands. That's it.
From install to shipping features — Parton stays out of your way.
Install
Plan
Execute
Validate
See it in action.
A real execution run — scaffolds created in parallel, structure verified, then logic files implemented in parallel with validation and auto-fix.
Gets smarter with every run
Parton builds a knowledge base from your project — conventions, patterns, common fixes. Every run makes the next one faster and more accurate.
Uses Zustand, not Redux
Always add @types/react for JSX
Imports must be absolute from src/
Auto-captured from validation repairs. Also supports manual entries via CLI.
Run development at any scale.
Parton is free for individual use and always will be. Paid plans add coordination, visibility, and infrastructure for teams.
Free
Everything you need to run Parton locally.
- Local CLI
- Turbo parallel execution
- Strict contract planning
- Structure check + validation with auto-fix
- Iterative phasing (auto-split large tasks)
- 20+ language analysis (tree-sitter)
- Auto-knowledge initialization
- Post-run suggested actions
- Plan review & approval
- Repo analysis & dependency graph
- Targeted context
- Knowledge base
- Ratatui TUI with live progress
- Per-stage model config (planning/execution/judge)
- Local artifacts
- Branch output
Team
Coordinate AI-driven development across your team.
- Everything in Free
- Shared run registry
- Conflict detection
- Team scheduler
- Project visibility
- Run history & analytics
- Team visibility
- Role-based access
- Hosted infrastructure
Enterprise
For organizations that need control, compliance, and scale.
- Everything in Team
- Distributed orchestration
- Advanced scheduler policies
- Enterprise policy controls
- Private infrastructure
- Security & compliance
- Dedicated support
- SLA
- Advanced analytics
- Org governance
Get early access to Pro features.
Team and Enterprise plans are coming soon. Join the waitlist and we'll notify you when they launch.
| Feature | Free | Team | Enterprise |
|---|---|---|---|
| Local CLI | |||
| Turbo parallel execution | |||
| Strict contract planning | |||
| Structure check + validation with auto-fix | |||
| Iterative phasing | |||
| Per-stage model config | |||
| Knowledge base | |||
| Universal analysis (20+ langs) | |||
| Team coordination | |||
| Shared run registry | |||
| Conflict detection | |||
| Remote workers | |||
| Enterprise policy engine | |||
| Private infrastructure |
What makes Parton different.
Not another AI code generator — a structured execution engine built for real-world codebases.
AI planning
Automatically decomposes features into right-sized user stories with dependency ordering — no manual breakdown needed.
Types-First Architecture
Type definitions committed before implementation. Interfaces correct by construction.
Parallel execution
Scaffold all files in parallel, then implement logic files simultaneously. Structure check between stages ensures correctness before execution.
Repo intelligence
Code graph runs first — scans the project with tree-sitter, extracts symbols and key file snippets, so every AI worker has the right context.
Conflict prevention
Structure check verifies all scaffolds match contracts before implementation. No mismatched interfaces between parallel files.
Transparent execution
Every decision, plan, and validation result is logged and visible in the TUI — no black-box AI.
Learning System
Knowledge base captures patterns and fixes. Every run makes the next one smarter.
Universal Language Support
Tree-sitter Wasm analysis for 11 languages — TypeScript, JavaScript, Rust, Python, Go, Java, C, C++, Ruby, PHP, Kotlin. Lazy grammar download, regex fallback for others.
Get in touch.
Questions about Parton? Enterprise needs? We'd love to hear from you.
Describe a feature. Parton plans contracts, executes in parallel, and ships it.
Graph-first. Contract-driven. Knowledge-powered. 11 languages. Branch ready for review.