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Move Faster Without Losing Your Way

Your team’s new institutional memory surfaces what matters and warns you when you drift off course.

 
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The Age of AI-Powered Drift

The new landscape of development is defined by an explosion of AI activity. With a 98% increase in generative AI projects on GitHub and 92% of developers using AI coding tools, teams are shipping faster than ever.

But speed comes with a cost. AI generated content adds to the noise and raises the cognitive load. The real risk is not falling behind. It is building the wrong thing faster.

Protect Focus Time

Interruption shields and automated answers reduce distractions by up to eighty percent zamski.com . Your engineers reclaim valuable focus time.

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See Drift Before It Derrails You

Zamski gives you real-time contradiction alerts when the work being done no longer matches the plan. It shows you when the thing on paper is no longer the thing in progress, preventing the costly execution drift that happens when teams are out of sync.

Reclaim Your Focus Time

Context switching kills productivity. Zamski's interruption shields and automated answers to routine questions are designed to cut down on distractions by up to 80%. This helps engineers reclaim the valuable time lost to interruptions and focus on critical tasks.

Fewer Meetings, Better Alignment 

The best teams aren't the ones that move the fastest. They are the ones that stay in sync and have the honesty to course-correct before problems grow.

The Right View for Every Role 

Not everyone needs to see everything. Zamski gives each person a lens that fits their role without the noise.

  • An engineer sees what's blocked.
  • A product manager sees shifts in priorities.
  • A lead sees delivery risk.

How Zamski Finds
the Signal

Zamski works in the background, without asking for your attention or changing how you work.

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1
It Plugs Into Your Workflow.

You connect Zamski to the tools your team already uses: Jira, GitHub, Slack, and Confluence. It quietly observes how work actually moves through your system.

2
It Watches for Meaning,
Not Metrics.

Lots of movement doesn’t always mean progress. Zamski pays attention to subtle shifts and patterns that break—the signals no one sees until it's too late.

3
It Delivers Insight, Not Data.

No charts. No status pages. Just clear updates in plain English. Zamski tells you what changed and why it might matter to you, without making you interpret anything.

4
It Adapts to Your Perspective.

Zamski gives each person the view they actually need, without asking them to go looking for it.

Integrations
That Listen, Not Shout

You already have enough tools. Zamski doesn’t ask for more space; it simply listens to the places where your work already happens.

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Zamski fits in. Then it finds what matters.

You plug Zamski into your existing tools, like Jira, GitHub, Slack, and Confluence. That’s it. No configuration, no tagging, no changes to how your team works. It starts learning by watching, not by interrupting.

Connecting the dots to tell a story

Most platforms collect data. Zamski connects meaning. It understands that a change in GitHub means nothing until you know what the PRD said. It sees that a conversation in Slack is just noise unless you know what sprint it impacts. Zamski connects the dots and tells you the part of the story that matters.

Frequently asked questions