Shipping with Precision.
Real-Time Capacity Planning.

Every engineering leader has faced the same "Final Sprint" crisis. You committed to 40 points, you thought the team was balanced, but by Wednesday, half the tasks are stalled and a few key engineers are working until midnight.

The problem isn't your team's effort; it's the **invisibility of capacity**. Standard project management tools treat story points as currency, but they ignore the reality of human availability, holidays, and technical debt.

The Jira Trap: Velocity is a Lie

Historically, we've relied on "Velocity" (trailing averages of points completed) to predict the future. But velocity is an aggregate metric that hides individual bottlenecks.

If your lead dev has 15 points assigned but is also handling a major production migration that week, your sprint is doomed before it starts. Traditional tools don't warn you about this until the ticket misses its deadline.

Introducing Real-Time Workload Scores

At Klority, we believe planning should be predictable, not hopeful. Our new **Workload Indicator** calculates true team capacity by cross-referencing:

• Individual Availability: Leave schedules and public holidays are automatically factored into the sprint math.
• Point Density: We calculate total assigned points vs. the total effective working days in a sprint.
• Burnout Warnings: If a sprint reaches 90% of team capacity, Klority flags it. If it exceeds 100%, you get a visual alert immediately.

"The goal isn't to squeeze more points out of a week. It's to ensure that the work we commit to is the work we actually ship—without burning out the team."

Beyond Boards: Living Knowledge

Precision shipping also requires precision communication. Documentation is often the first thing to "rot" when velocity increases. If an engineer has to context-switch to a separate diagramming tool to explain a system flow, they won't do it.

We’ve integrated Mermaid.js directly into the Klority Wiki. Now, you can build flowcharts, sequence diagrams, and Gantt charts using simple text—right alongside your tasks.

By using our new Slash Command (/) menu, you can insert a schema diagram in seconds. Because it lives in your unified workspace, it’s always one click away from the relevant code and test cases.

Honesty in Engineering

This update is part of our commitment to "Honest Engineering." We’re moving away from misrepresented features and focusing on the core tools that actually make a difference in your daily standups.

Whether it's seeing a **Burnout Warning** during a planning session or quickly drafting a sequence diagram to resolve a PR block, Klority is built to keep your team in the flow.

Conclusion: Plan for People, Not Points

The most successful teams aren't the ones who work the most hours—they're the ones with the most clarity. By making capacity visible and documentation interactive, we're giving you the precision you need to ship high-quality software on schedule.

Ready to see your real capacity? Log in to Klority and check out the new Workload Indicators in your Backlog today.