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Key highlights of the appDo AI tools help you or hold you back? AI usage ≠ AI value. Track AI token cost and usage, AI-code generated waste, PR Cycle Time
Key Questions AI Code Pulse Helps Answer
- What is the total cost for AI tokens per feature/engineer?
- How efficiently are prompts being crafted and cache used?
- Which repositories, tasks, epic or files generate the most rework?
- Which AI models are used most often?
Business Impact
- Reduce development waste
- Improve estimation accuracy and reduce time-to-market
- Detect process and quality issues earlier
- Optimize AI-assisted engineering workflows
Dynamic Grouping (Multi-Dimensional Analysis)
Explore the same dataset through different hierarchical views by:
- File
- Author
- Date
- Repository
- Epic
- Task
- AI Model
Drill down through an expandable tree view to individual commits.
More details
The problems the app helps solve:
- AI token costs can hit $15,000/engineer/month. Less than half of IT leaders say their AI projects are profitable. Yet most teams have zero visibility into where that money goes.
- Organizations lose 7 hours per team member weekly to AI-related inefficiencies.
- A 2025 METR study found a 39-44% perception gap - developers felt 20% faster but measured 19% slower in real-world codebases, with 9% of time now spent reviewing and correcting AI-generated output.
- DORA added rework rate as a fifth metric in 2024, specifically because AI generates "almost right" code that produces fix after fix after shipping.
Requirements:
- Optional: Installed AI Code Pulse Tracker (npm)
- Established connection to Bitbucket via OAuth or to GitHub via AI CodePulse: Connector for GitHub
- Installed AI Code Pulse: Total Cost and Efficiency of AI-coding
Resources
App documentation
Comprehensive set of documentation from the partner on how this app works
Privacy and Security
Privacy policy
Atlassian's privacy policy is not applicable to the use of this app. Please refer to the privacy policy provided by this app's partner.
Partner privacy policySecurity program
This app is not part of the Marketplace Bug Bounty program.
Integration permissions
AI Code Pulse: Total Cost and Efficiency of AI-coding integrates with your Atlassian app
Version information
Version 4.0.0•for Jira Cloud
- Release date
- May 17th 2026
- Summary
- Minor version update
- Details
Minor version update
- Payment model
- Paid via Atlassian
- License type
- Commercial