Implementation plans: generate - edit - execute
Human-in-the-loop governance with file-by-file granularity for safe AI-assisted development
Intelligent Generation
Full file content loading (no truncation). Smart directory trees. Multi-model support with project configs.
Monaco Editor
VS Code's editor with XML syntax highlighting. Real-time editing with auto-save to database.
Terminal Execution
Execute plans directly in integrated terminal. Copy steps or full plans. Voice transcription support.
Human-in-the-Loop Governance
Team leads and stakeholders retain full control to review, edit, and approve every aspect of implementation plans before any code changes begin. This ensures all development efforts align with corporate product requirements, team workflows, and business objectives.
Review Before Execution
Every AI-generated plan opens in Monaco editor for thorough review. No autonomous execution—you see and approve every proposed change.
Edit & Modify Plans
Full editing capabilities with VS Code features. Adjust approaches, add constraints, remove risky steps. The plan is yours to perfect.
Approve & Transmit
When satisfied, securely transmit the approved plan to your chosen coding agent or assigned developer. Full audit trail maintained.
File-by-File Granularity for Maximum Safety
Plans break down development tasks with exact file paths corresponding to your project's repository structure. This granularity makes the impact of changes crystal clear and prevents regressions, bugs, and unintended modifications that can occur with autonomous coding agents.
Exact File Paths
Every step specifies exact file paths from your repository. No ambiguity about which files will be modified, created, or deleted.
Prevent Regressions
See exactly which legacy code will be touched. Identify potential breaking changes before they happen. Confident adoption of AI coding agents.
- Clear impact assessment
- Breaking change detection
- Legacy code protection
AI-Powered Plan Generation with Full Context
Full Context Loading
Unlike other systems, we load complete file contents. No preemptive truncation - just smart warnings.
- Complete file content, no truncation
- Parallel file loading for speed
- Token warnings at >100k tokens
- Smart directory tree generation
Multi-Model Architecture
Choose from multiple AI models with project-specific configurations and temperature settings.
- GPT-5, Claude Sonnet 4, Gemini 2.5 Pro
- Project-specific model settings
- Real-time token estimation
- Context window validation
Real-Time Streaming
Watch plans generate in real-time with live progress bars and streaming content updates.
- Live streaming with progress bars
- Real-time syntax highlighting
- Token count updates during generation
- Background job status tracking
Structured XML Format
Plans use structured XML with numbered steps, enabling programmatic manipulation and extraction.
- <step number="X"> organization
- Title and description per step
- File operations tracking
- Step-by-step extraction support
Professional Editing & Execution
Monaco Editor Integration
Full VS Code editor experience. Not a text area - a professional code editor with all features.
- XML syntax highlighting
- Find & replace with regex
- Multi-cursor editing
- Auto-save to database
Integrated Terminal Execution
Execute plans directly in persistent terminal sessions. Voice input, health monitoring, full control.
- Persistent terminal sessions
- Voice transcription input
- Copy plan/steps to terminal
- Session health monitoring
Configurable Copy Button System
Server-Configured Buttons
Dynamic copy buttons configured server-side with template placeholders.
Smart Step Extraction
Copy individual steps or full plans with automatic content extraction.
The Complete Planning Workflow
AI File Discovery
Smart file finder identifies relevant files. Select root directories for focused context. No truncation.
Multi-Model Generation
Run models multiple times (3x GPT-5, 2x Gemini). Each run surfaces complementary implementation details. Real-time streaming with progress tracking.
Edit in Monaco
Professional editing with VS Code features. Add steps, modify approaches, restructure plans.
Architectural Synthesis
Merge multiple plans with custom instructions. SOLID principle resolution, source traceability.
Execute in Terminal
Run your plan in integrated terminal. Voice commands, persistent sessions, real results.
Guides for your IDE plan mode
Codex CLI planning workflow
Pre-plan Codex runs with file discovery, multi-model merges, and approval modes.
Open the Codex CLI planning workflow guideClaude Code planning workflow
Enhance Claude Code's native Plan Mode with multi-model synthesis and file discovery.
Open the Claude Code planning workflow guideCursor plan workflow
Give Cursor Composer full architectural awareness, including WSL-safe execution.
Open the Cursor plan workflow guideUnder the Hood
No Truncation Policy
Full file content loaded. Warns at >100k tokens but doesn't truncate. You get complete context.
Database Persistence
Plans stored with metadata, cost tracking, and full prompt history. Everything is auditable.
Template System
Server-side prompts with project overrides. Unified prompt processor with smart placeholders.
Experience Safe, Human-Controlled AI Development
From AI-powered generation to human review to controlled execution. This is how corporate teams adopt AI coding agents confidently—with human-in-the-loop governance, file-by-file granularity, and full control at every step.