AI-Native Project Management

Stop Updating Tickets.
Start Shipping Code.

AI-native project management tool that reads your code. Describe what you need in plain language, and AI creates comprehensive tasks with file references, patterns, and subtasks.

Push code, and tasks update automatically. Zero status meetings. No more "can you update your ticket?" — your commits tell the whole story.

See It In Action
// You say:
> "Add rate limiting to the API"
AI analyzes your codebase...
Found: src/middleware/rateLimit.ts
Found: Redis config in config/redis.ts
Pattern: Existing limiter on /auth/*
Generated subtasks:
□ Extend rateLimit middleware
□ Add Redis key prefix for API
□ Update config/limits.ts
□ Add rate limit headers
🧠

AI That Knows Your Code

Describe tasks in plain language. AI finds related files, existing patterns, and creates implementation steps automatically.

Zero Status Updates

Push code → tasks move automatically. All todos tracked from commits. No more "what are you working on?"

🚀

One-Click to Code

Launch AI coding agents directly from tasks. Get PRs, not tickets. Ship faster without context switching.

Feature

Tasks With Context, Not Just Text

Stop writing specs that miss half the files. LightSprint AI analyzes your codebase when you create a task.

  • Say: "Add rate limiting to the API"
  • Get: Related files, existing patterns, Redis config location, and implementation subtasks — all automatically
  • Watch AI search your code in real-time
  • Accept, edit, or refine through conversation
// Creating task: "Add dark mode toggle"
Scanning codebase...
📁 Found 4 related files:
src/lib/stores/theme.ts
src/app.css (CSS variables)
src/lib/components/Header.svelte
tailwind.config.js
🔍 Detected pattern:
Existing Svelte store pattern in stores/
✓ Generated 3 subtasks with file references
Pro Feature

Your Tasks Update Themselves

Every commit is analyzed against your task todos. When you complete work, LightSprint knows — and moves the task automatically.

  • No more "can you update your ticket?"
  • No more Monday status meetings
  • No more manually dragging cards
  • No more forgetting to close tickets

Confidence scoring ensures only high-certainty matches are applied. One-click undo if something's wrong.

1
Task: "Add Authentication"

Status: Todo

2
You commit: "implement JWT middleware"

→ Task moves to In Progress (detected: auth work started)

3
You commit: "add auth tests, complete login flow"

→ Task moves to Done (all implementation steps complete)

Zero manual updates needed

Your code tells the story

Feature

From Task to Pull Request in One Click

See a task? Launch a Cloud Agent to start coding it immediately. AI reads the full task context: description, todos, related files.

  • Creates a branch and starts implementing
  • Opens a PR when done (or commits to your branch)
  • Task automatically moves to "In Review"

Perfect for: Quick bug fixes, boilerplate generation, routine refactors, and "I know what needs to be done but don't want to do it."

🤖
Agent Working...
Progress:
✓ Created branch feature/auth-middleware
✓ Implemented JWT validation
✓ Added middleware to routes
⏳ Running tests...
PR #142 ready for review
Feature

Chat Your Tasks Into Shape

After creating a task, keep talking. LightSprint remembers your codebase context.

  • "Break this into smaller subtasks"
  • "What rate limits do similar projects use?"
  • "Add the Redis config file to related files"
  • "Actually, let's focus on the auth endpoints first"

Every answer is grounded in your actual code — not generic advice.

You:
"Break this into smaller subtasks"
LightSprint AI:
Based on your codebase structure, I suggest:
1. Create RateLimiter class (extends existing Middleware)
2. Add Redis key schema for rate limits
3. Implement sliding window algorithm
4. Add rate limit response headers
5. Write integration tests
You:
"Skip the tests for now, add those to backlog"

Why Engineers Choose LightSprint

Built by developers who hated updating tickets.

vs. Jira

Task creation
15 fields
"Add dark mode" → done
Status updates
Manual + meetings
Automatic from commits
Code context
None
AI-discovered files
Speed
"Please wait..."
Instant

vs. Linear

Task creation
Fast but manual
AI-generated + context
Codebase awareness
Links only
Auto file discovery
Status updates
Manual
Auto from commits
AI capabilities
Summarization
Full generation + agents

vs. GitHub Issues

Integration
Native but basic
Deep + intelligent
Task quality
Depends on author
AI-enhanced
Tracking
Manual
Auto from commits
Agent launching
Not available
One-click coding

Built for Engineers Who Ship

We went from 2-hour sprint planning to 20 minutes. Most tasks come in pre-broken-down now.

— Engineering Lead

The auto-tracking alone paid for itself. Our standup is now 'any blockers?' and done.

— Senior Developer

I describe what I want in one sentence and get a task with the exact files I need to touch. Magic.

— Full-stack Developer

Finally, a PM tool that understands I'm a developer, not a ticket machine.

— Tech Lead

70%
Reduction in task creation time
Zero
Status update meetings (Pro users)
3x
Faster onboarding for new devs

Simple Pricing. No Surprises.

Free
$0/month

Perfect for trying LightSprint on a side project.

  • 1 repository
  • 50 tasks/month
  • 100 AI generations/month
  • Community support
Team
$15/user/month

For teams who want to eliminate status meetings entirely. (min 3 users)

  • Unlimited repositories
  • Unlimited tasks
  • Unlimited AI generations
  • ⚡ Auto task tracking
  • Team analytics
  • SSO & audit logs
  • Slack support + priority

Join the Beta

We're launching soon with limited access. Be among the first to experience AI-native project management.

Early access to new features Direct line to founders Shape the product roadmap

Ready to Stop Managing and Start Building?

LightSprint gives you back the hours you spend updating tickets, running status meetings, and explaining context to new team members.