About PlanToCode

PlanToCode helps developers plan and ship code changes by finding impacted files, generating and merging plans, and running them in a terminal.

What We Built

PlanToCode is a comprehensive development planning environment designed for serious development work where context, traceability, and professional tooling matter more than quick AI interactions. We've built a system for complex, multi-step implementations where traditional AI tools fall short.

Multi-Model Intelligence

Integration with GPT-5.2, Claude Sonnet 4.5, and Gemini 3 Pro. Not just API calls - intelligent orchestration with project-specific configurations, real-time streaming, and complete traceability.

Core Capabilities

Implementation Planning

Full context loading with no truncation policy. Structured XML plans with numbered steps. Multi-model generation and architectural synthesis.

Architectural Synthesis

Beyond simple merging - deep architectural analysis using SOLID principles. Source traceability with [src:P1 step 2] attribution for every decision.

Intelligent File Discovery

Multi-stage workflow: root folder selection, regex pattern filtering, AI relevance assessment. Focused file selection with path validation.

Voice & Text Integration

OpenAI gpt-4o-transcribe integration for terminal commands. Selection-based text improvement with context-aware processing and real-time job tracking.

Workflow Automation

Configurable copy buttons with smart templates. Transform any prompt into a reusable workflow with placeholder substitution and terminal integration.

Remote Control (iOS)

Review and merge plans, inspect jobs, payloads, prompts and metadata; change models and parameters, review the system prompt and open terminal via device link — without exposing SSH ports.

Our Philosophy

No Truncation Policy

We load complete file contents. No preemptive truncation - just smart warnings. You get the full context needed for serious development work.

Complete Traceability

Every AI decision includes source attribution. Full audit trails, cost tracking, and session persistence. You know exactly what happened and why.

Professional Tooling

Monaco editor, xterm.js, proper development environment integration. Not just another chat interface - a complete development planning platform.

Transparency & Control

Local storage, transparent AI provider communication, and full control over what gets sent. You always see the context before confirming API calls.

Technical Foundation

Planning Engine

Multi-model AI orchestration (GPT-5.2, Claude Sonnet 4.5, Gemini 3 Pro)
Structured XML plan generation
Intelligent plan merging with SOLID principles
Source attribution tracking

File Discovery Workflow

Root folder selection (hierarchical intelligence)
Regex pattern filtering with path validation
AI-powered relevance assessment
Extended discovery for related files

Development Tools

Monaco Editor for plan review and editing
React + TypeScript frontend
SQLite for local persistence
Tauri for cross-platform desktop

Built for complex development workflows, not simple AI chat