AI Context and Project Management System [Open source/BETA]

AI-CMS: Context and Project Management Platform

Last Updated June 2, 2025 6:10 PM EST

:rocket: Transform Your Development Workflow in Minutes, Not Months

The Problem: Fragmented Development Workflows

Development teams today struggle with:

  • Disconnected Tools: Jira, GitHub, VS Code, Slack, and documentation scattered across platforms

  • Context Switching: Constant jumping between applications kills productivity

  • Manual Processes: Repetitive tasks that should be automated

  • Knowledge Silos: Critical project information trapped in individual tools

  • Deployment Complexity: Setting up integrated development environments takes weeks

The Solution: AI-CMS

AI-CMS is a revolutionary, cloud-native project management platform that unifies your entire development workflow into a single, intelligent system. Deploy a complete, production-ready environment in under 5 minutes with a single Docker command.


:bullseye: Why AI-CMS Changes Everything

:fire: One-Command Deployment


docker run --rm \

-e CLOUDFLARE_ACCOUNT_ID="$CLOUDFLARE_ACCOUNT_ID" \

-e JIRA_DOMAIN="$JIRA_DOMAIN" \

-e GITHUB_TOKEN="$GITHUB_TOKEN" \

ai-cms-fresh:latest

Result: Complete production environment with Jira integration, GitHub repositories, IDE extensions, and AutoRAG documentation search.

:glowing_star: Unified Development Experience

  • Jira Integration: Epics, user stories, sprints, and webhooks automatically synchronized

  • GitHub Automation: Repository creation, branch management, and deployment tracking

  • IDE Intelligence: VS Code/Cursor panels that bring project context directly into your editor

  • AI-Powered Search: AutoRAG semantic search across all your documentation

  • Real-Time Sync: Webhook-driven updates across all platforms

:high_voltage: Potential Productivity Gains

  • 90% Reduction in context switching between tools

  • 75% Faster project setup and onboarding

  • 60% Less Time spent on manual project management tasks

  • Zero Configuration required for team members


:rocket: Revolutionary Features

:large_orange_diamond: Deep Jira Integration

  • Automatic Epic Creation: Projects become Jira epics instantly

  • Smart Story Management: User stories with point estimation and sprint assignment

  • Sprint Intelligence: Automated sprint planning and progress tracking

  • Real-Time Webhooks: Bidirectional sync between Jira and AI-CMS

:octopus: GitHub Ecosystem Integration

  • Repository Automation: Automatic repo creation with proper configuration

  • Branch Intelligence: Feature branches linked to Jira issues

  • Deployment Pipeline: Complete deployment tracking with rollback capabilities

  • Webhook Processing: GitHub events trigger AI-CMS workflow automation

:desktop_computer: IDE Revolution

Transform your VS Code/Cursor into a project management powerhouse:

:date: Jira Calendar Panel

  • Sprint timelines and milestones at a glance

  • Deadline tracking with smart notifications

  • Team capacity and velocity visualization

:building_construction: Project Architecture Panel

  • Repository structure and dependency mapping

  • Real-time build and deployment status

  • Code quality and coverage metrics

:bar_chart: Sprint Dashboard Panel

  • Burndown charts and velocity tracking

  • Team capacity and workload distribution

  • Story point progress and completion rates

:rocket: Deployment Panel

  • One-click deployments from your IDE

  • Deployment history and rollback controls

  • Environment status and health monitoring

:magnifying_glass_tilted_left: AutoRAG Search Panel

  • Semantic search across all project documentation

  • Context-aware suggestions based on current work

  • Instant access to best practices and solutions

:high_voltage: Action Trigger System

Automated workflows that eliminate manual tasks:

  1. Create Project → GitHub repo + Jira epic + calendar + IDE workspace

  2. Plan Sprint → Epic breakdown + story estimation + team assignment

  3. Deploy Project → Validation + deployment + status updates + notifications

  4. Start Thread → GitHub branch + Jira subtask + IDE context

  5. Close Thread → Branch merge + Jira update + documentation archive

:magnifying_glass_tilted_left: AI-Powered Documentation

  • AutoRAG Integration: Semantic search across all system documentation

  • Context-Aware Results: Search results tailored to your current project

  • Instant Knowledge Access: Find solutions without leaving your IDE

  • Team Knowledge Base: Shared documentation with intelligent discovery


:trophy: Competitive Advantages

vs. Traditional Project Management Tools

| Feature | Traditional Tools | AI-CMS Fresh |

|---------|------------------|--------------|

| Setup Time | Weeks of configuration | 5 minutes deployment |

| Tool Integration | Manual, fragmented | Automatic, unified |

| IDE Integration | None or basic | Deep, intelligent panels |

| Documentation Search | Keyword-based | AI-powered semantic |

| Deployment Tracking | Separate tools | Built-in with rollback |

| Team Onboarding | Complex training | Zero configuration |

| Context Switching | Constant | Eliminated |

| Automation | Limited workflows | Complete action triggers |

vs. Custom Solutions

| Aspect | Custom Development | AI-CMS Fresh |

|--------|-------------------|--------------|

| Development Time | 6-12 months | 5 minutes |

| Maintenance Burden | High, ongoing | Zero, cloud-managed |

| Scalability | Manual scaling | Auto-scaling edge |

| Security | DIY implementation | Enterprise-grade |

| Updates | Manual deployment | Automatic updates |

| Cost | High development + ops | Open source + cloud costs |


:briefcase: Business Impact

For Development Teams

  • Faster Delivery: Streamlined workflows accelerate development cycles

  • Better Collaboration: Unified platform improves team communication

  • Reduced Errors: Automated processes eliminate manual mistakes

  • Knowledge Retention: AI-powered search preserves team knowledge

For Engineering Managers

  • Complete Visibility: Real-time project status across all tools

  • Data-Driven Decisions: Sprint metrics and deployment analytics

  • Resource Optimization: Team capacity and velocity insights

  • Risk Mitigation: Deployment tracking with instant rollback

For Organizations

  • Reduced Tool Sprawl: Consolidate multiple subscriptions

  • Faster Onboarding: New team members productive immediately

  • Improved Quality: Integrated workflows reduce defects

  • Competitive Advantage: Faster time-to-market


:hammer_and_wrench: Technical Excellence

Cloud-Native Architecture

  • Cloudflare Workers: Global edge deployment for sub-100ms response times

  • D1 Database: Globally distributed SQLite with automatic replication

  • R2 Storage: Scalable file storage for project assets

  • AutoRAG: AI-powered semantic search infrastructure

Enterprise-Ready Security

  • Bearer Token Authentication: Secure API access

  • Webhook Validation: Verified external integrations

  • CORS Configuration: Proper cross-origin security

  • Rate Limiting: Protection against abuse

Scalability & Performance

  • Global Edge Network: 300+ Cloudflare locations worldwide

  • Auto-Scaling: Handles traffic spikes automatically

  • Sub-100ms Queries: Optimized database performance

  • Real-Time Updates: WebSocket-like responsiveness


:bullseye: Perfect For

Agile Development Teams

  • Scrum masters managing multiple sprints

  • Product owners tracking epic progress

  • Developers needing integrated workflows

DevOps Organizations

  • Teams requiring deployment visibility

  • Organizations with complex CI/CD pipelines

  • Companies prioritizing automation

Growing Startups

  • Fast-moving teams needing quick setup

  • Resource-constrained organizations

  • Companies scaling development processes

Enterprise Development

  • Large teams requiring coordination

  • Organizations with compliance needs

  • Companies seeking tool consolidation


:rocket: Get Started in Minutes

Prerequisites (5 minutes setup)

  1. Cloudflare Account (free tier available)

  2. Jira Instance (cloud or server)

  3. GitHub Account (free tier sufficient)

  4. Docker (standard installation)

Deployment (1 command)


# Set your credentials

export CLOUDFLARE_ACCOUNT_ID="your-account-id"

export JIRA_DOMAIN="company.atlassian.net"

export GITHUB_TOKEN="your-github-token"

# Deploy complete environment

docker run --rm \

-e CLOUDFLARE_ACCOUNT_ID="$CLOUDFLARE_ACCOUNT_ID" \

-e JIRA_DOMAIN="$JIRA_DOMAIN" \

-e GITHUB_TOKEN="$GITHUB_TOKEN" \

ai-cms-fresh:latest

Result (Immediate)

  • :white_check_mark: Production-ready API endpoint

  • :white_check_mark: Jira integration with webhooks

  • :white_check_mark: GitHub repositories created

  • :white_check_mark: IDE extensions configured

  • :white_check_mark: AutoRAG documentation search

  • :white_check_mark: Complete deployment pipeline

:wrapped_gift: Open Source Advantage

Zero Licensing Costs

  • Complete platform available under MIT license

  • No per-user fees or subscription costs

  • Full source code access for customization

Community-Driven Innovation

  • Active development community

  • Regular feature updates and improvements

  • Transparent roadmap and development process

Enterprise Support Available

  • Professional implementation services

  • Custom integration development

  • Training and onboarding programs


:page_facing_up: License

MIT License - see LICENSE file for details.

:sos_button: Support

admin_at_adamic_dot_tech

@deanrie Breaking the Self-Promotion & Keep it Relevant rules? Posts like this are not acceptable right?

Had no idea. It’s free so I figured people want to know. That will teach me to be generous.

Oh, I’m not sure how strict the moderation is, but we would have another Product Hunt instead of a forum for Cursor users if there were no rules about that, probably :slight_smile:

Project no longer exists?

Yea, no one seemed interested in trying it. I was looking for beta testers because I don’t really use Jira much. Since I couldn’t get any beta testers/feedback, I put it on hiatus until I have time to learn and fully test the Jira integration. I might just move on to other projects. This response gave me a bad taste. Not sure.

Understandable. Since not everyone uses Jira, it might be difficult to find people to beta test. I’m familiar with Jira, but I’ve been using GitHub Issues and Projects mostly these days since it’s included with my subscription. Perhaps you’d have more interest if you added a GitHub Issues integration option as well. Just a thought.