AI wrote the code. Then what? | Pensero [Let's talk](../book-demo) [Login](/auth/login/) [Login](/auth/login/) [Let's talk](../book-demo) [Login](/auth/login/) AI IMPACT REPORT ## AI wrote the code. Then what? # See what Pensero is worth to your team. You can see your AI adoption climbing. You can't see what it changed underneath. Six months of measurement, not a survey. Name Last Name Work Email Company name Number of Engineers Select…0-5051-150151-200201-250251-500500+ Download report now EXECUTIVE SUMMARY ## AI changed the output number. Here’s what it changed underneath. Delivery per engineer rose 2.4× in six months, with 94% of orgs growing. None of it shows up on an adoption dashboard. 01 Three layers: assisted coding, agent review, PRs. 02 Delivery doubled, but the orgs ahead pull away faster. 03 The bottleneck shifted. Writing got cheap; reading it didn’t. 04 Review couldn’t keep up. Load piled onto senior engineers. 05 Knowledge siloed. AI writes code, not ownership. 06 Quality went noisy, then recovered. Not a collapse. METHODOLOGY ## Built from live measurement, not surveys. # See what Pensero is worth to your team. Six months of continuous measurement across the Pensero platform: live work signals, not surveys or self-reports. A Pensero point is a unit of engineering contribution sized by magnitude × complexity, normalized per engineer per week. PERIOD Dec ’25 — Jun ’26 SAMPLE Pensero platform panel METHOD Continuous measurement METRIC Pensero points / week / person AUDIENCE ## Built for engineering leaders. # See what Pensero is worth to your team. This research gives software engineering leaders an evidence-based view of what AI adoption actually changed - delivery, review load, knowledge distribution, and quality - so you can plan for the downstream effects before they become bottlenecks. ![](https://framerusercontent.com/images/v2V3dWebw7fsVCJKe1TgvGzH0sk.png?width=1488&height=2105) Trusted by fast-growing companies around the world ![](https://framerusercontent.com/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558) ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) ![](https://framerusercontent.com/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) ![](https://framerusercontent.com/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958) ![](https://framerusercontent.com/images/jgGyW1O7xXfMV3i8WPVG6Rcgs4.png?width=4031&height=1165) Trusted by fast-growing companies around the world ![](https://framerusercontent.com/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558) ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) ![](https://framerusercontent.com/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) ![](https://framerusercontent.com/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958) ![](https://framerusercontent.com/images/jgGyW1O7xXfMV3i8WPVG6Rcgs4.png?width=4031&height=1165) ### 2.4x ### 2.4x Increase in weekly delivery per engineer ### 150% ### 150% Growth in median PR size, nine months ### 4.8x ### 4.8x Increase in busiest senior reviewer’s load ### 2.4x Increase in weekly delivery per engineer ### 150% Growth in median PR size, nine months ### 4.8x Increase in busiest senior reviewer’s load # Stop measuring AI usage. Start measuring what it delivered. Six months of continuous measurement, not survey answers. The full findings, free to download. [Download report now](./ai-wrote-the-code#lead-form) # Stop measuring AI usage. Start measuring what it delivered. Six months of continuous measurement, not survey answers. The full findings, free to download. 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