Zamski | Clarity for Engineering Teams

See what's already done, avoid duplicates, and plan with confidence across all your tools.

Zamski gives engineering teams real time clarity and confidence. It brings together all your existing tools so every ticket, pull request, and conversation comes into focus in one place. You instantly see what is done, who is responsible, and where plans may drift before they do, giving you time to adjust with confidence. With that visibility, you can plan with precision and hit your goals without surprises. You can start in minutes. Install the extension, connect your tools securely with OAuth, and Zamski begins working automatically with no new workflow or training required. Key Capabilities Cross platform awareness that prevents wasted effort Zamski connects your issue trackers, repositories, and team conversations so you always know what is already done. Its semantic AI understands meaning, not just keywords, revealing related work that traditional search overlooks. Expert identification based on real code ownership See exactly who has the experience to solve a problem. Zamski highlights contributors by commit history and expertise so work reaches the right person the first time. Effort insights grounded in real team history Understand how long similar work actually took and plan with confidence. Zamski shows effort ranges and confidence levels drawn from real team history so every estimate feels grounded and dependable. Seamless fit with your current tools Zamski works inside the systems you already use. There is nothing new to learn and no process to replace, so value appears from the first search. How It Works Install the extension Add Zamski to your browser in a few seconds. Connect your tools using OAuth Securely connect your tools with one click. Your credentials stay private and protected. Work as you normally do As you type inside a ticket or issue, Zamski instantly surfaces related work, discussions, and code. Your teammate might have already solved the same problem, talked it through in chat, or closed a connected ticket last week. Zamski brings that context to you the moment you need it so your team stays aligned, focused, and moving faster. Privacy Zamski is built with privacy at its core. It uses OAuth for secure authentication and never stores your passwords. The system only analyzes essential metadata such as titles, descriptions, and assignees to provide context across tools. All information is encrypted in transit and at rest and stored in separate collections for each organization to keep data isolated and secure. Your data always belongs to you. We use this metadata only to surface relevant work and reduce duplicates inside your tools. Zamski does not sell or share information, and it is never used to train public AI models. The platform meets SOC 2 Type II standards for data protection and reliability. Read our full Privacy Policy at https://zamski.com/privacy Supported Platforms Currently supports Jira, GitHub, and Linear. More integrations coming soon.