PM platform · 2026 In development
Tracklane
Modern AI-first Rails 8 project management for teams who want their own.
Tech stack
Rails 8 PostgreSQL 16 Claude Hotwire Action Cable Sidekiq Tailwind Docker
The problem
Redmine has a rich feature set but a 2006-era experience, and closed SaaS alternatives lock teams into vendor silos with limited self-host stories. Teams that need privacy, data sovereignty, or on-prem deploy have nowhere to land that feels modern. AI features in PM tools are usually bolt-ons that do not change how the team actually works.
Goals
- A Redmine-level feature set that does not feel like 2006
- Self-hostable by default with a single deploy command
- AI in the core workflow, not as a separate feature flag
- Outbound signed webhooks for real integration with other tools
The solution
- Organizations and projects with role-gated access (admin, manager, member, viewer)
- Issues with status, priority, labels, assignee, due date, comments, and mentions
- Kanban board with drag-and-drop and live updates across every connected user
- Issue triage on create: AI-suggested priority, labels, and assignee
- Ask-your-project chat that answers across every issue, comment, and wiki page with source citations
- Daily team digest summarizing what shipped, what is blocked, and what is at risk
- Meeting-to-tickets extractor that turns transcripts into draft issues with suggested owners
- Wiki per project, Gantt scheduling, time tracking, outbound signed webhooks
My role
- → Solo developer on architecture, data model, and roadmap
- → Rails 8 with Hotwire and Action Cable for live collaboration
- → Claude integration for triage, chat, digest, and meeting extraction
- → PostgreSQL schema with multi-tenant scoping and full-text search
- → Single-command Docker deploy target for self-host users
UI direction
Dense information when it helps operators, quiet otherwise. Content over chrome. Live collaboration surfaces through subtle cues, not heavy chat-like badges. AI suggestions are inline with human override, never a separate modal.
User flows
Issue triage flow
- 1 Member creates a new issue with title and description
- 2 AI suggests priority, labels, and assignee based on prior resolved issues
- 3 Member reviews suggestions and confirms or overrides
- 4 Issue lands on the kanban and activity feed
Ask your project
- 1 Member opens project chat
- 2 Asks a natural language question across issues, comments, wiki
- 3 Response cites source threads inline
- 4 Member clicks through to verify or continue the thread
Key learnings
- AI in core PM workflows works best when it drafts and humans confirm, not the other way around
- Ask-your-project is the feature that justifies ingesting every comment and wiki page into a retrieval layer
- Rails 8 with Hotwire is fast enough to ship modern PM without a React front-end
- Self-host is still a real deploy target in 2026 for teams that care about data sovereignty
Want something like Tracklane?
I'm open to senior contract work. Let's talk about what you're building.
Get in touch