Changelog

The experience of landing on a freshly-created project is now smoother and more polished.

Seamless Loading

You'll see a clear "Setting up your project" message while initial tasks are being created. No more empty states or confusing flashes—just a smooth transition to your ready-to-go project.

Matched Tech Stack

Project descriptions and tasks now correctly reflect the lightweight Hono framework we use, ensuring AI-generated content matches your actual codebase.

Confidence From the Start

Every new project now lands you in a state that feels ready and professional, with your first tasks already queued up and your agent ready to work.

When you create a new project, the starter tasks are now tailored to your actual goals.

Grouped By Request

Initial tasks now appear as a single client request, making it easy to see everything that was set up for you in one place.

Auto-Processing Ready

Starter tasks are pre-approved and ready for your Sego Agent to begin work immediately—no manual approval needed to get started.

Context-Aware

Tasks are generated based on what you described during project setup, focusing on delivering visible progress toward your goals rather than generic boilerplate.

We've rebuilt how projects are created behind the scenes for better speed and reliability.

Parallel Processing

Project setup steps now run simultaneously instead of one-by-one. Your repository, database, and app environment all spin up at the same time.

No More Timeouts

Long-running setup tasks no longer risk timing out. Even complex projects complete reliably every time.

Scales With Demand

Whether it's one project or a hundred being created at once, each one gets the same fast, reliable experience.

Your project dashboard now updates in real-time as your Sego Agent works.

Instant Visibility

When initial tasks are created for a new project, they appear immediately on your dashboard. No need to refresh or wait—you'll see tasks populate as they're generated.

Live Progress

As your agent works through tasks, status changes sync instantly across all your open tabs and devices.

Smoother Experience

The days of hitting refresh to check on progress are over. Your project view stays current automatically.

Deployments after task completion are now significantly more reliable, with better handling of edge cases.

Smoother Builds

When your Sego Agent completes a task, the app rebuilds cleanly without conflicts. No more stuck builds or apps that won't come back online.

Faster Recovery

If something interrupts a build, your app automatically recovers and restarts cleanly on the next attempt instead of getting stuck.

Always Available

The branded "Sego Agent is working" page now appears during builds, so you always have visual feedback while changes are being deployed.

Setting up a new project now feels smoother with improved visual feedback and a guided walkthrough.

Guided Welcome Tour

After your project is provisioned, a step-by-step walkthrough introduces what's been set up: your Sego Agent assignment, initial tasks, infrastructure, and repository connection.

Better Progress Visibility

The provisioning screen now shows clear animated phases as your project is being configured, with rotating status messages so you always know what's happening.

Ready When You Are

The setup only completes after confirming your Sego Agent has started working on your first task, so you land on a project that's already in motion.

Provisioned project environments are now significantly more reliable and recover gracefully from temporary issues.

More Stable Startup

Newly provisioned applications now have more time to initialize, reducing "temporarily unavailable" errors that could occur during the first few minutes after provisioning.

Automatic Recovery

The system now detects when a database connection becomes unresponsive and automatically recovers, keeping your applications running smoothly.

Clearer Status Messages

When an application is temporarily unavailable, you'll now see clearer status information including what's happening and when it will retry, instead of generic error pages.

Better Memory Allocation

Provisioned applications now have more memory available, preventing slowdowns or crashes during heavy usage or compilation.

Health Monitoring

Each provisioned application now includes built-in health monitoring that verifies database connectivity is working correctly.

Projects can now be provisioned instantly through a guided conversation flow.

Conversational Project Setup

Start a new project by describing what you want to build:

• Natural language - describe your project idea in plain English
• Guided flow - AI helps refine requirements and tech stack
• Instant creation - project is ready in seconds, not minutes

Auto-Provisioned Infrastructure

Choose to have Sego automatically set up your development environment:

• Database included - PostgreSQL provisioned and configured
• Live preview URL - access your app immediately
• Pre-configured codebase - Next.js starter with best practices

Bulk Task Actions

Complete all tasks in a client request with one click:

• Complete All button on client request pages
• Confirmation dialog with task breakdown
• Works alongside existing bulk approve

Performance Improvements

• Faster streaming responses during conversations
• Improved real-time updates

Client requests now get smart, descriptive titles automatically generated by AI, making it easier to scan and find requests.

Automatic Title Generation

When clients submit requests through the conversational interface, Claude generates a concise title:

• Problem-focused - titles like "Fix authentication timeout" or "Add export to PDF"
• Automatic - generated as part of request submission
• Visible everywhere - shown in lists, cards, and detail views

Conversation History Viewer

Client request detail pages now include a collapsible conversation history section:

• Full transcript - see the complete chat conversation that created the request
• Copy messages - one-click copy for any message
• Collapsible - expand/collapse to focus on what matters

Mobile-Responsive Headers

Task and client request pages received improved mobile headers:

• Breadcrumb navigation - clean hierarchy on all screen sizes
• Responsive actions - buttons adapt to available space
• Better overflow handling - long titles truncate gracefully

Fixes and Improvements

• Content overflow - task detail and comments no longer overflow on narrow screens
• Spinner consistency - unified loading spinner pattern across the app
• Conversational detection - improved detection of conversational sessions

The conversational task creator now follows established chat interface patterns for a cleaner, more intuitive experience.

Mobile Input Improvements

• No zoom on focus - viewport configured to prevent mobile browsers from zooming when focusing input fields
• Edge-to-edge display - proper viewport-fit for notched devices

Minimal Header Design

The chat header has been simplified:

• Compact layout - reduced vertical footprint
• Icon-only mode toggles - Plan/Build modes accessible via clean icon buttons
• Current mode indicator - shows active mode with icon and label

Message Styling

Messages now have a cleaner presentation:

• Tighter spacing between messages
• Hover timestamps - time only appears on hover for cleaner look
• Streamlined bubbles - removed avatars for a more minimal aesthetic
• Full-width layout - messages use available space efficiently

Input Area Refinements

The input area matches established patterns:

• Sticky positioning - input stays visible while scrolling messages
• Inline buttons - send and attach buttons positioned inside the textarea
• Rounded design - softer textarea with rounded corners
• Contextual placeholder - changes based on Plan/Build mode

Tasks Panel

• Compact header - matches the new minimal chat header style
• Simplified empty states - cleaner messaging when no tasks exist
• Mobile toggle - icon-only floating button with task count badge

Major improvements to mobile usability across the platform.

Mobile Navigation

A new hamburger menu provides easy access to all sections on mobile devices:

• Slide-out menu appears from the right side
• Touch-friendly buttons with proper sizing (44px targets)
• Quick access to Projects, Tasks, and Messages
• User menu with profile and sign out options

Tasks Page Optimization

The tasks page now works seamlessly on small screens:

• Bulk action toolbar stacks vertically on mobile
• Task cards adapt with wrapping badges and truncated text
• Reduced padding maximizes content space
• No horizontal scroll - content fits within viewport

Client Requests on Project Pages

Project detail pages now display client requests cleanly on mobile:

• Accordion content adjusts padding for smaller screens
• Task cards within accordions use mobile-optimized layout
• Badges wrap properly instead of causing overflow
• Long names truncate with ellipsis

Task Creator Interface

The conversational task creator adapts better to mobile:

• Floating toggle switches between chat and task views
• Larger input area for easier touch typing
• Condensed header saves vertical space

Projects now have their own changelog that automatically documents completed tasks and client requests.

Automatic Updates

When a client request is marked complete, a changelog entry is automatically generated:

• Summarizes the work that was done
• Links to related tasks and requests
• Timestamps when work was completed

Project Changelog Page

Each project has a dedicated changelog page accessible from the project actions menu:

• Chronological view of all completed work
• Grouped by date for easy scanning
• Preview widget on project dashboard shows recent updates

Recent Updates Widget

The project dashboard now includes a "Recent Updates" section:

• Shows the 5 most recent changelog entries
• Expandable to view full changelog
• Helps stakeholders stay informed on progress

Backfill Script

Existing projects can populate their changelog from historical completed requests using the included backfill script.

Two improvements to streamline team management and conversations.

Resend Project Invitations

Project owners can now resend invitations directly from the members page. This is helpful when:

• The original email was missed or went to spam
• The invitation link has expired (7-day window)

For expired invitations, clicking "Resend" generates a fresh token with a new 7-day expiration. The members page now shows both pending and expired invitations with clear visual indicators:

• Pending invitations show days until expiration
• Expired invitations are highlighted in red with a prompt to resend

Expanded File Upload Support

Conversations now support a wider range of file attachments:

• Documents: PDF, DOC, DOCX, TXT, RTF, ODT
• Images: PNG, JPG, JPEG, GIF, WEBP, SVG
• Data: CSV, JSON, XML, YAML, YML
• Code: JS, TS, PY, and more

This makes it easier to share project assets, code snippets, and documentation directly in conversation threads.

A few quality-of-life improvements for developers setting up their workflow.

MCP Server Configuration

The API Keys page now shows the simplified MCP server configuration using our published npm package:

{
  "mcpServers": {
    "sego-pm": {
      "command": "npx",
      "args": ["-y", "@segosolutions/mcp-server"],
      "env": {
        "SEGO_API_KEY": "<your key>",
        "SEGO_API_URL": "https://sego.pm"
      }
    }
  }
}

No more cloning repos or building from source—just add your API key and you're ready to go.

Monitor Status Card

Project editors can now see the connection status of auto-task monitors directly in the project settings. The new status card shows:

• Whether a monitor is currently connected
• Last heartbeat timestamp
• Setup instructions when no monitor is connected

Documentation Updates

• Getting Started guide now has email-only support contact (info@segosolutions.com)
• Streamlined the help section for cleaner documentation

Updated the homepage to better communicate Sego's core value proposition.

• New headline: "AI-Native Project Management" makes it immediately clear what we're building
• Three pillars: Ask Your Project, AI-Powered Velocity, and Real-Time Transparency
• Changelog: You're reading it! Follow along as we ship.

The "Ask Your Project" feature—where clients can get instant answers to technical questions—is now front and center as the key differentiator.

Projects now have configurable auto-task settings directly in the edit form.

Control whether AI automatically processes incoming requests, set confidence thresholds, and customize the behavior per project. Some projects need more human oversight; others can run more autonomously.

Also added: Hold status for tasks that are blocked or waiting on something external.

Introduced Planning and Build modes for conversational requests.

Planning Mode: Talk through ideas freely. The AI helps you explore, asks questions, and surfaces considerations. No tasks are created—it's pure discovery.

Build Mode: When requirements are clear, switch to Build mode. The AI shapes your conversation into structured, actionable tasks.

This separation lets you think out loud without accidentally creating half-baked tasks.

Also shipped: markdown rendering in comments and conversations with syntax highlighting for code snippets.

Conversations don't have to end anymore. You can now continue a conversation session, add follow-up context, and keep refining your request over time.

Also added:

• File uploads in conversations—attach specs, mockups, or any reference material
• Blueprint background on public pages for a cleaner visual identity
• Conversation deletion to clean up abandoned sessions

Migrated to Ably for real-time messaging. This gives us more reliable connections, better scaling, and faster updates across the platform.

Request processing, task updates, and conversations now sync instantly across all connected clients. Work happening in the background notifies you the moment it completes.

Requests just got more natural. Instead of filling out a form, you can now have a back-and-forth conversation to explore and refine your ideas.

The AI engages with your request, asks clarifying questions, and helps you think through the details. When you're ready, it shapes everything into structured, actionable tasks.

This mirrors how real client conversations work—exploratory at first, then focused on execution.

Integrated the Claude Agent SDK for more sophisticated AI processing.

The agent can now perform multi-step reasoning, search for context, and make more nuanced decisions when shaping tasks. You can watch its thought process in the agent activity feed as it works through complex requests.

Refined the request processing flow with better visual feedback.

• Step progress indicators show exactly where processing is
• AI processing animations make waiting feel faster
• Environment indicator in the nav so you always know which environment you're in
• Processing source detection to track where requests originate

Enhanced the client request experience with real-time processing visibility.

When you submit a request, you can now watch the AI work through it step by step. See the analysis progress, task generation, and completion—all in real-time with step-by-step indicators.

The async processing flow means the UI stays responsive while heavy AI work happens in the background.

Launched the auto-task processing system. When a client submits a request, Claude automatically analyzes it and generates structured tasks—no manual trigger needed.

Also shipped:

• Kanban and list views with toggle to switch between them
• Task board enhancements with status icons and collapsible columns
• Real-time updates via Server-Sent Events
• Progress indicators showing task completion percentage on project cards
• Pulse animation on in-progress tasks so you can see what's active

Introduced the interactive task shaping workspace where you can review, edit, and refine tasks that Claude has generated.

• Inline editing to adjust titles, descriptions, and acceptance criteria
• Task detail view with all the context you need
• Email notifications when client requests come in
• E2E tests to keep everything reliable as we ship fast

Connected the knowledge base to AI prompts. Now when Claude shapes tasks or answers questions, it pulls from your uploaded documentation automatically.

Also added:

• Quick action buttons for approving AI-reviewed tasks
• Bulk approve to accept multiple AI suggestions at once
• User profile settings page
• Streaming task loading for faster perceived performance

Streamlined client onboarding with the new invitation system.

Add someone to a project by email—if they don't have an account yet, they'll get an invitation to join. No more manual account setup or coordination.

Also added bulk task operations for managing multiple tasks at once, and gave Sego its official logo.

Added streaming AI analysis so you can watch Claude work through your requests in real-time.

• Streaming responses show AI thinking as it happens
• Activity tracking logs all significant events on projects
• Notification system keeps everyone informed of updates
• Messaging for team conversations within the platform

No more waiting for a spinner to finish—see the AI's reasoning unfold as it shapes your tasks.

Every project now has a knowledge base where you can upload documentation, specs, and reference materials.

When clients ask questions or submit requests, the AI uses this context to give more accurate, project-specific responses. No more generic answers—the AI understands your codebase and your conventions.

Also shipped: password reset, admin dashboard, and toast notifications.

Built out the team collaboration features:

• Role-based access control with Client, Developer, and Admin roles
• Project member management to add team members to specific projects
• Global tasks page so developers can see all their work across projects
• Financial privacy so clients only see what they need to see

Clients get transparency into their project without accessing sensitive information.

Introduced the Model Context Protocol (MCP) server, allowing Sego to integrate with AI assistants like Claude.

Now you can manage projects and tasks directly from your AI-powered development environment. Create tasks, check status, and stay in flow without switching contexts.

We laid the foundation for Sego PM—a client engagement platform built specifically for software agencies.

The initial release includes:

• Project management with access controls and team member visibility
• Task tracking with detailed views and status management
• Project access information so teams know how to connect to client environments

This is where it all started.