Code Quality Analysis for AI-Assisted Teams | Pensero [Book a demo](../book-demo) [Login](/auth/login/) [Book a demo](../book-demo) [Book a demo](../book-demo) [Login](/auth/login/) ![Pensero Code Quality dashboard](/framerusercontent/images/Fj76WuHChkqJbkRT3lbCnI1Twwg.webp?width=3132&height=2100) Ship cleaner code # Quality isn't what you ship, it's what you don't have to fix. # Quality isn't what you ship, it's what you don't have to fix. # Quality isn't what you ship, it's what you don't have to fix. Agent-authored pull requests arrive faster than humans can read them. The work didn't disappear, it moved, and it's now sitting with your senior engineers. Pensero shows what that speed costs in defects, rework and review load, traced back to whatever produced it. [Book a demo](../book-demo) Measuring the agentic workforce at fast-growing companies around the world ![](/framerusercontent/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558) ![](/framerusercontent/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) ![](/framerusercontent/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958) ![](/framerusercontent/images/YWADDvxsYn0tU7GxPeIQdrsWrOk.png?width=2481&height=891) ![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) Measuring the agentic workforce at fast-growing companies around the world ![](/framerusercontent/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558) ![](/framerusercontent/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) ![](/framerusercontent/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958) ![](/framerusercontent/images/YWADDvxsYn0tU7GxPeIQdrsWrOk.png?width=2481&height=891) ![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) ## What speed is actually costing you ## What speed is actually costing you ## What speed is actually costing you Defect analysis & tracking ![](/framerusercontent/images/YAFaC8DSESbr7MA0n2G3iFyzmv4.png?width=705&height=540) ![](/framerusercontent/images/YAFaC8DSESbr7MA0n2G3iFyzmv4.png?width=705&height=540) Find the patterns behind bugs Pensero measures defect cost, the share of delivery spent fixing earlier work, and attributes it to the change that introduced it. Including agent work directed by a human. Defect trends by team and repository Root cause and source attribution Quality hotspots across the organization Rework measurement ![](/framerusercontent/images/7KbvA3hRpdwVv9QukB89QF53bqI.png?width=705&height=540) ![](/framerusercontent/images/7KbvA3hRpdwVv9QukB89QF53bqI.png?width=705&height=540) Measure the cost of fixing Quantify how much capacity goes to rework, reverts and maintenance instead of new value. Learn how much of your AI and agent spend produced work that had to be redone. Rework vs new development Rework and revert attribution Engineering capacity allocation PR review depth & thoroughness ![](/framerusercontent/images/Y9Se3drEwbwuFqYefAScYplbg.png?width=705&height=540) ![](/framerusercontent/images/Y9Se3drEwbwuFqYefAScYplbg.png?width=705&height=540) Review load is the hidden cost of speed As agents generate more pull requests, senior engineers absorb the review. Pensero measures that load as what it is: delivery capacity spent on someone else's output. Depth and validation, not just participation counts. Review depth analysis Reviewer usefulness, not just participation AI and agent code validation Collaboration networks & knowledge sharing ![](/framerusercontent/images/giqMQgGTomp5ZTY7lHR6Z1I3YG8.png?width=705&height=540) ![](/framerusercontent/images/giqMQgGTomp5ZTY7lHR6Z1I3YG8.png?width=705&height=540) Where humans and agents collide Map who reviews whose code, where knowledge flows, and whether agent-generated code gets appropriate human validation. Collaboration network visualization Knowledge-sharing patterns Human oversight of agent-generated code "Maintenance work reduced from 70% to 30% as quality and focus improved." Ignasi Vegas Co-Founder & CEO, Cubbo [Read Story](https://pensero.ai/customers/cubbo?hubspotutk=e40903bd0b8d5758186f58fdc5d69ab6&ph_distinct_id=019c72b0-8f9f-7931-8af6-7a9b8f92d864&ph_session_id=019f419d-9224-78a0-8396-3a0fc9e2f561&ph_source=framer_landing) ## Questions engineering leaders ask ## Questions engineering leaders ask ## Questions engineering leaders ask How is this different from static analysis or code-quality scanners? Can Pensero tell whether AI-generated code is being properly reviewed? Does measuring rework and review depth add process for my engineers? Why does complexity-aware measurement matter for quality? ## More on Pensero's platform ## More on Pensero's platform ## More on Pensero's platform [Agentic ROI Measure the return on agentic AI spend.](./agentic-roi) [Agentic ROI Measure the return on agentic AI spend.](./agentic-roi) [AI Deployment Understand the true impact of AI on engineering performance.](./ai-intelligence) [Delivery Intelligence See how work actually moves across teams and tools.](./delivery-intelligence) [Delivery Intelligence See how work actually moves across teams and tools.](./delivery-intelligence) [Talent & Benchmarking Benchmark and calibrate engineering performance fairly.](./talent-benchmarking) [Financial Reporting Turn engineering activity into R&D and capitalization reporting.](./capex-analysis) See the product in action See the product in action See the product in action ## Find out if the speed is real ## Find out if the speed is real Defects, rework and review load, traced back to whoever or whatever produced them Know what's working, fix what's not, and make better decisions with confidence. [Book a demo](../book-demo) [![](/framerusercontent/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../) © 2026 Platform [Agentic ROI](./agentic-roi) [AI Deployment](./ai-intelligence) [Delivery Intelligence](./delivery-intelligence) new use cases [CEOs](../use-cases/roles-ceo) [CTOs](../use-cases/roles-cto) Company [Careers](../careers) [Blog](../blog) [LinkedIn](https://www.linkedin.com/company/penseroai/) [Support](../support) OFFICES [Barcelona](https://maps.app.goo.gl/6pfxKiKFNKzLPPnB6) [Madrid](https://maps.app.goo.gl/jEpYBUR4E6AqZs4R6) [New York](https://maps.app.goo.gl/szk58Jf2MBq14MgAA) San Francisco SOON legal [Privacy policy](../privacy-policy) [Cookie policy](../cookie-policy) [Terms of service](../terms) [DPA](../dpa) [Security](https://pensero.trust.site/?ph_source=framer_landing) ![](/framerusercontent/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20) [![](/framerusercontent/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../) © 2026 Platform [Agentic ROI](./agentic-roi) [AI Deployment](./ai-intelligence) [Delivery Intelligence](./delivery-intelligence) new use cases [CEOs](../use-cases/roles-ceo) [CTOs](../use-cases/roles-cto) Company [Careers](../careers) [Blog](../blog) [LinkedIn](https://www.linkedin.com/company/penseroai/) [Support](../support) OFFICES [Barcelona](https://maps.app.goo.gl/6pfxKiKFNKzLPPnB6) [Madrid](https://maps.app.goo.gl/jEpYBUR4E6AqZs4R6) [New York](https://maps.app.goo.gl/szk58Jf2MBq14MgAA) San Francisco SOON legal [Privacy policy](../privacy-policy) [Cookie policy](../cookie-policy) [Terms of service](../terms) [DPA](../dpa) [Security](https://pensero.trust.site/?ph_source=framer_landing) ![](/framerusercontent/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20) [![](/framerusercontent/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../) © 2026 Platform [Agentic ROI](./agentic-roi) [AI Deployment](./ai-intelligence) [Delivery Intelligence](./delivery-intelligence) new use cases [CEOs](../use-cases/roles-ceo) [CTOs](../use-cases/roles-cto) Company [Careers](../careers) [Blog](../blog) [LinkedIn](https://www.linkedin.com/company/penseroai/) [Support](../support) OFFICES [Barcelona](https://maps.app.goo.gl/6pfxKiKFNKzLPPnB6) [Madrid](https://maps.app.goo.gl/jEpYBUR4E6AqZs4R6) [New York](https://maps.app.goo.gl/szk58Jf2MBq14MgAA) San Francisco SOON legal [Privacy policy](../privacy-policy) [Cookie policy](../cookie-policy) [Terms of service](../terms) [DPA](../dpa) [Security](https://pensero.trust.site/?ph_source=framer_landing) ![](/framerusercontent/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20)