Introduction
Roadmap
Current roadmap and development status of Unoplat Code Confluence
Product Roadmap
AGENTS.md Initiative
Building agents to make repositories AI-ready
Agent MD for Python Codebases
Auto-generate AGENTS.md documentation for Python repositories with build commands, data models, and interface analysis.
ShippedBeta
Agent MD for TypeScript Codebases
Tree-sitter based grammar extraction and AGENTS.md generation for TypeScript repositories.
ShippedAlpha
GitHub App Based PR Generation
Automatically create pull requests with generated AGENTS.md files via GitHub App integration.
In Progress
Popular Frameworks & Libraries Support
Enhanced AGENTS.md generation with framework-specific context for popular libraries and frameworks.
In Progress
Dependency Guide
A quick, repo-specific guide to what each dependency is for and when to use it.
ShippedAlphaActive
Development Workflow Guide
Canonical engineering workflow guide with install/build/dev/test/lint/type_check commands for each repository.
ShippedAlphaActive
Business Domain Guide
Repo-specific business domain guide covering domain models, relationships, and core business concepts.
ShippedAlpha
Deployment Guide
Deployment-focused guide for repository runtime, release, and operational workflow understanding.
Planned
Agent Skill Initiative
Leverage AGENTS.md context to discover, recommend, and install relevant agent skills
Skill Discovery, Matching & Installation
Analyze generated AGENTS.md to identify project context, match against skill registries to surface the most relevant agent skills, and install upon explicit user approval.
Planned
Unoplat Blueprint Initiative
Generate concise, visual one-pager overviews for analyzed repositories
One-Pager Documentation Overview with Diagrams
Auto-generate a single-page architectural blueprint of an analyzed repository — covering structure, key flows, and dependencies — with supporting diagrams.
Planned
Workflow & Reliability
Robust and auditable ingestion and agent workflows
Reliable Auditable Ingestion Workflow
Temporal-powered reliable and scalable codebase ingestion with full traceability and recovery.
ShippedStable
Reliable Auditable Agents Workflow
Transparent and traceable agent execution pipeline with comprehensive audit logging.
ShippedStable
Update Agent MD Workflow
Workflow to detect code changes and incrementally update existing AGENTS.md documentation, keeping it in sync with evolving codebases.
In Progress
Reducing Complexity
Robust and auditable ingestion and agent workflows
Reducing Complexity in Storing Context
Migrated from Neo4j graph database to PostgreSQL with optimized recursive CTEs for knowledge graph traversals.
ShippedStable
Reducing Complexity in Realtime information for user
Realtime sync engine for n number of clients for realtime progress of agents by moving away from traditional tech such as sse/websockets
ShippedStable
Discovery & Integration
Seamlessly connect and sync your development ecosystem
GitHub Repository Auto Discovery
Automatic detection and cataloging of repositories from GitHub and GitHub Enterprise.
ShippedBeta
Self Hosted Deployment Script
One-command deployment scripts for self-hosted installations of Unoplat Code Confluence.
Planned
Programming Language Support
Expanding code analysis to more programming languages
Golang Support
Tree-sitter based parsing and AGENTS.md generation for Go repositories.
Planned
Java Support
Tree-sitter based parsing and AGENTS.md generation for Java repositories.
Planned
Experience Improvements
Enhancing user experience and platform usability
UX Enhancements
Real-time notifications, in-app feedback collection, and various UI/UX improvements across the platform.
In Progress
Authentication & Security
Enterprise-grade authentication and access control
OAuth Integration
Social and enterprise OAuth support including Google, GitHub, Google Workspace, and Azure Active Directory for seamless authentication and SSO.
In Progress
Security Enhancements
Improve the security posture.
Planned
Model Provider Subscription (Codex First)
Support model provider subscriptions starting with Codex.
ShippedAlphaActive