Agile product development, powered by AI.
Tracker Boot

Tracker Boot is the product development system that gives teams one shared place to understand what to build, why it matters, and what to do next.
With Tobi, your built-in AI teammate, you can write and review stories, surface risks, and move from conversation to action faster.

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Why Tracker Boot

Build better stories. Plan with confidence.

Tracker Boot helps your team write better stories, plan realistic iterations, and clearly understand progress based on real delivery data.

Available in English, Japanese, and Korean.

Review and split user stories, based on INVEST
Tobi reviews user stories against agile practices and INVEST criteria to surface what is missing, risky, or unclear. It also slices large stories into smaller, iteration-friendly pieces, so teams can plan and develop faster.
As a customer signed-in buyer, I can refund the full order a specific line item from the receipt page.
Turn conversations into backlog actions
Update your backlog while chatting with Tobi. Create tasks, add comments, change status, manage owners, and save task lists without leaving Tracker Boot.
Show upcoming release flags
for this project

Here's a full summary of upcoming release flags:

Agile guidance with the "Why"
Tobi doesn't just flag issues. It explains why they matter, with evidence grounded in your backlog and agile practices. This helps teams align on shared principles and make consistent decisions as they plan and deliver.
01 Story Narrative
Why

The "So that" benefit is specific in intent but not measurable. "Understand and correct the story" and "without redundant or vague content" describe a quality of the response rather than a tangible, verifiable business outcome or capability gained.

Iteration planning with real delivery data
Tobi combines user story readiness with your team's actual delivery data (velocity, capacity, and recent performance) to help you plan iterations you can actually deliver, not just ones that look good on paper.
Release #13
Apr 08
Release #14
Apr 22
Release #15
May 06
Analytics in natural language
Turn iteration analytics into fast, clear decisions without reading through charts. Tracker Boot surfaces key iteration signals and explains delivery trends in natural language so the team can reflect quickly and align on next moves.
Find context instantly
Search by meaning (not just keywords) to find relevant user stories, blockers, and context, so you can get to the right information fast.
Why flag Story #204200042?
Not Independent, depends on #200420051.
Meet Tobi · Beta

Meet Tobi, your AI teammate, built in.

Tobi reads your backlog, understands delivery signals, and helps your team decide what to do next. Ask Tobi to review stories, surface risks, explain iteration trends, update backlog items, and turn project context into clearer next steps.

Create user stories Improve user stories Updates backlog items Surfaces risks Explains iteration trends Searches stories Email reports
User story quality

Products are built from user stories, not tickets.

Great products start with clear user stories: who it's for, what they need, and why it matters. In the AI development era, that clarity matters even more. It helps teams decide what should be built and what should not.

Tracker Boot puts user stories first. Tobi helps teams review, refine, and clarify them, so development can start with more confidence.

Tobi BETA
Review this user story
I've analyzed your user story and found 2 issues that need attention. Let me break down the review results:
Review Results Needs attention
Title is missing a clear outcome
User story should be split into 2 smaller ones
Ask Tobi about this project
MCP server

Bring your backlog into your AI tools.

Tracker Boot speaks the Model Context Protocol (MCP).
Connect it to Claude, GitHub Copilot, Devin, and other AI assistants so they can work your backlog directly, fetching stories, managing tasks, running semantic searches, and reading iteration analytics without ever leaving their workspace.

Tracker Boot
MCP server
AI Agents
Claude Desktop
Claude Code CLI
Copilot · Devin
Iteration planning

Iterate more intelligently.

Strong teams deliver value at a sustainable pace. Tracker Boot helps your team plan realistic iterations with recent delivery data, including velocity, capacity, and progress signals.

Tobi adds another layer by surfacing insights on what is realistic to commit, what may be at risk, and whether your release goal is within reach before you lock in the plan.

Current Iteration/Backlog
2
15 of 21 points
5 · Dec 2 – 8 71%
Spamona can set up a CI/CD pipeline ( JP , KS )
Spamona can configure ESLint and Prettier ( MC )
Spamona can view dashboard analytics widgets ( JP )
analytics
Spamona can receive notification emails ( MC )
Spamona can log in using OAuth2 ( JP )
accounts
Iteration analytics

Analyze and adapt your process.

Tracker Boot gives your team a clear read on delivery health, from velocity and volatility to cycle time and accepted work by story type.

Tobi turns those signals into natural-language insights and iteration reports, so teams can understand what changed, what is risky, and what needs attention next.

Velocity
The average story points accepted over a set of iterations
18 pts
Volatility
Fluctuations in team capacity over time.
70%
User Story Cycle Time
Typical time between Start and Accept
58 h
User Stories Accepted
The total number of user stories accepted in a given iteration
32 stories
User Story Quality

Review. Refine. Split with
confidence.

Tobi reviews user stories to surface what is missing, risky, or unclear, then helps split large stories into smaller, iteration-friendly pieces. Review each suggestion and approve what makes sense before anything changes in your backlog.

For User Story Review

Save time writing, reviewing, and formatting user stories.

1

Diagnose the user story

Make sure the user story is review-ready: a clear user story format and acceptance criteria are present so the team can discuss intent and "done" without guesswork.

2

Confirm value & clarity

Check whether the user story has a real user value and a clear outcome, and whether the AC supports what the user story claims, so developers can build the same thing independently.

3

Turn gaps into action items

Surface missing decisions hidden in notes (policies, rules, edge cases) and turn them into clear next actions: clarify in the user story or AC, mark as decision-needed, or split into a separate item.

For User Story Split

Save time on back-and-forth slicing debates.

1

Diagnose iteration fit

Evaluate whether the user story fits one iteration by detecting scope signals (multiple flows/values, role or state branching, mixed delivery scope) so planning stays realistic.

2

Get structured split options

When it won't fit, generate 1–3 split strategies with preview user story sets (titles + minimal Gherkin) so you can choose a clean slice without expanding scope.

3

Save and keep traceability

Apply the selected split as new user stories in Tracker Boot with explicit approval, keeping the original as reference (or leaving it untouched) so the team can track what changed and why.

1989 Today

Grounded in agile practice since 1989. Built for real delivery teams.

Tracker Boot traces its roots to the agile practice shaped at Pivotal Labs, a Silicon Valley pioneer of Agile development, where product and engineering teams worked closely through user stories, short iterations, continuous feedback, and disciplined delivery.

Today, Bekind Labs, founded by former Pivotal Labs alumni, carries that philosophy forward. Used in real consulting engagements with enterprise teams around the world, Tracker Boot turns agile discipline into an AI-enabled workflow for rapid releases, continuous iteration, and clearer product delivery decisions.

FAQ

Answers, before you ask.

What is a user story, and how is it different from a ticket?
A user story is a short description of a feature written from the user's perspective, typically 'As a [user], I want [goal] so that [reason].' A ticket is a generic work item: it can be a bug report, a task, a request, or anything else. User stories are a specific kind of ticket. Not every ticket is a user story, but well-written user stories make far better tickets: they help the whole team understand what to build and why before a single line of code is written.
What is a backlog, and how do iterations work?
A backlog is a prioritized list of user stories waiting to be built. A healthy backlog is organized, up-to-date, and clear enough that any team member can pick up a story and start without needing extra context. An iteration (or sprint) is a fixed period, usually one to two weeks, where the team commits to completing a set of stories. Iterations create a rhythm: plan, build, review, learn, repeat.
What are story points and velocity?
Story points measure the relative effort a user story requires, not hours, but a reflection of complexity, uncertainty, and risk. Velocity is the average number of points a team completes per iteration. It's a planning tool, not a performance metric: knowing your velocity helps you set realistic goals, avoid overcommitting, and build trust with stakeholders. Tobi reviews your stories against quality criteria like INVEST to help your estimates stay grounded.
When will Tobi be available?
Tobi is now available in free beta for teams using Tracker Boot. Beta credits are shared by project, and features, limits, and availability may change during the beta period.
What can Tobi actually do?
Tobi helps teams write, review, refine, and split user stories, create bug stories, surface risks, understand iteration trends, and move backlog work forward. You can also ask Tobi to create tasks, add comments, change status, manage owners, save task lists, and generate iteration reports.
Is it safe to let Tobi work on my backlog?
Absolutely. Tobi is designed with a human-in-the-loop approach. All suggestions are reviewable and require explicit approval before being applied, so you always stay in control.
Is my data safe in Tracker Boot?
Yes. Your data is never used to train underlying AI models. All processing happens within secure, controlled environments. We follow strict data handling and access control policies to protect your information.
How much does Tracker Boot cost?
Tracker Boot is currently free to use. Tobi is available in free beta with project-based credits shared across team members. Future pricing and usage limits may change. See the pricing page for details.
Can Tobi create stories?
Yes. Tobi can help draft user stories and bug stories when you provide basic context, such as what happened, who it affects, what the expected outcome is, or what problem needs to be solved. You can review and refine the draft before saving it to your backlog.
Can Tobi search for stories?
Yes. Tobi can find stories by topic, theme, type, status, owner, or story ID. It also supports semantic search, so you can search by meaning, not just exact keywords.
Can Tobi update my backlog?
Yes. Tobi can help update story titles and descriptions, change statuses, assign owners, add tasks, update tasks, save task lists, and leave comments. Review important changes before applying them to your backlog.
Can Tobi show project insights?
Yes. Tobi can help you understand iteration analytics, delivery trends, cycle time, release flags, rejection rate, volatility, and bugs created. You can also ask Tobi to summarize what changed, what is risky, and what needs attention next.
Can Tobi send iteration reports by email?
Yes. Tobi can generate iteration reports on demand and send them by email to team members in the project. You can use this to turn delivery progress, risks, and iteration signals into clearer stakeholder updates.
How does Tobi use memory?
Tobi can use conversation history to provide more personalized and contextual responses within Tracker Boot. Your project data and conversations are not used to train underlying AI models. Some requests or logs may be retained for troubleshooting, security, or service operation purposes.
Can Tobi work in Japanese or Korean?
Yes. Tracker Boot supports Korean and Japanese localization based on browser language. You can also ask Tobi to help with multilingual product collaboration, such as turning Japanese or Korean context into clear English comments.
What are beta credits?
Beta credits are usage credits provided during the Tobi free beta. Credits are shared at the project level, so team members in the same project use the same credit pool. Usage limits may change during the beta period.
Can Tobi sing a song?
Yes 😄 Tobi can get a bit creative too.
(Verse) Hello, hello, I'm Tobi!
Tap, tap, come and see
I help you build your story
Easy as can be
(Chorus) Tobi, Tobi, let's go!
Click and tap, nice and slow
Tobi, Tobi, bright and fun
We make stories, one by one
(Outro) Hi hi, bye bye, Tobi's here
Build your story, no more fear

Shaping how the world builds software

Learn more about Bekind Labs