The AI-era engineering performance platform | Penserolink in Engineering management | Pensero [Let's talk](./book-demo) [Login](/auth/login/) [Login](/auth/login/) [Let's talk](./book-demo) [Login](/auth/login/) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) integrations # Turn engineering activity into insights Pensero connects your entire delivery ecosystem and transforms fragmented activity into structured, comparable execution signals. integrations # Turn engineering activity into insights Pensero connects your entire delivery ecosystem and transforms fragmented activity into structured, comparable execution signals. Repositories Understand how delivery moves through your teams. Pensero analyzes repository activity to surface what's being built, how it's delivered, and whether it aligns with your goals. ![](https://framerusercontent.com/images/ytRHQQt6UgatjFJtTt1qHjb9v8.svg?width=42&height=38) Bit Bucket ![](https://framerusercontent.com/images/1p21dJokNJwoOkLbCJuXldiEE.svg?width=43&height=42) GitLab ![](https://framerusercontent.com/images/bh9wxdwtKsDigSFWvyVV1FtKmQ0.svg?width=43&height=42) GitHub Add Scope of Work Signal & Extendable Agent Completed Jan 14 #6110 Pull requestMerged Code insightsDescriptionComments FER-5954/add_signals_scope_of_work→main 24 files changed +5192−3205 5 files ignored · 3248 lines ignored 36m to approve 19h to merge Python 99.89%JavaScript 0.07%HTML 0.04% Pensero AssessmentLearn about scoring Magnitude Extra Large8.0 Complexity Medium2.5 Total delivery20.0 Magnitude × Complexity (8.0 × 2.5) = 20.0 ST Skyler Thorn 3.5 Review pull_request: Fern/M… 0.9 Review pull_request: Fern/M… 0.9 Review pull_request: Fern/M… 0.9 Review pull_request: Fern/M… 0.8 ![](https://framerusercontent.com/images/ifLxeVs3BJnX4r2Piguwx1ZCsg.png?width=930&height=858) ![](https://framerusercontent.com/images/ifLxeVs3BJnX4r2Piguwx1ZCsg.png?width=930&height=858) Repositories Understand how delivery moves through your teams. Pensero analyzes repository activity to surface what's being built, how it's delivered, and whether it aligns with your goals. ![](https://framerusercontent.com/images/ytRHQQt6UgatjFJtTt1qHjb9v8.svg?width=42&height=38) Bit Bucket ![](https://framerusercontent.com/images/1p21dJokNJwoOkLbCJuXldiEE.svg?width=43&height=42) GitLab ![](https://framerusercontent.com/images/bh9wxdwtKsDigSFWvyVV1FtKmQ0.svg?width=43&height=42) GitHub Add Scope of Work Signal & Extendable Agent Completed Jan 14 #6110 Pull requestMerged Code insightsDescriptionComments FER-5954/add_signals_scope_of_work→main 24 files changed +5192−3205 5 files ignored · 3248 lines ignored 36m to approve 19h to merge Python 99.89%JavaScript 0.07%HTML 0.04% Pensero AssessmentLearn about scoring Magnitude Extra Large8.0 Complexity Medium2.5 Total delivery20.0 Magnitude × Complexity (8.0 × 2.5) = 20.0 ST Skyler Thorn 3.5 Review pull_request: Fern/M… 0.9 Review pull_request: Fern/M… 0.9 Review pull_request: Fern/M… 0.9 Review pull_request: Fern/M… 0.8 ![](https://framerusercontent.com/images/ifLxeVs3BJnX4r2Piguwx1ZCsg.png?width=930&height=858) **AI usage** Measure AI usage in context. Pensero tracks AI-assisted contributions alongside delivery signals, so leaders can measure real impact rather than raw percentages. ![](https://framerusercontent.com/images/P4wI2bUDH5iwLPqriVjsaqXEur4.svg?width=43&height=44) Claude Code ![](https://framerusercontent.com/images/vKWSDcnlD0E7i2lXTekXMPAqLr8.svg?width=39&height=39) Gemini Code Assist ![](https://framerusercontent.com/images/2pULLOYCE83Y573XNIqh1XPb3Y.svg?width=24&height=24) OpenAI Codex ![](https://framerusercontent.com/images/eXuhZV9WCBRYYB5mzVKo4SQqbp4.svg?width=36&height=40) Cursor ![](https://framerusercontent.com/images/GDW2tFZAIEe0TJY7YARktFg88.svg?width=44&height=36) GitHub Copilot AI-assisted PRs now drive 82% of delivery 1,859 pts shipped with AI this quarter NovDecJanFebMarAprMay PR deliveryOOO lossAI-assisted trend User adoption 92%236 of 257 12 devs this quarter Defect rate 1.8%of total delivery 10.6pp improvement Defect rate climbing with AI adoption From 1.8% → 12.4% defect rate since Nov NovDecJanFebMarAprMay Defect costBug fixingAI adoption ![](https://framerusercontent.com/images/pAbJGjm2EbzFYiSQaQ50CIL37I.png?width=922&height=882) ![](https://framerusercontent.com/images/pAbJGjm2EbzFYiSQaQ50CIL37I.png?width=922&height=882) **AI usage** Measure AI usage in context. Pensero tracks AI-assisted contributions alongside delivery signals, so leaders can measure real impact rather than raw percentages. ![](https://framerusercontent.com/images/P4wI2bUDH5iwLPqriVjsaqXEur4.svg?width=43&height=44) Claude Code ![](https://framerusercontent.com/images/vKWSDcnlD0E7i2lXTekXMPAqLr8.svg?width=39&height=39) Gemini Code Assist ![](https://framerusercontent.com/images/2pULLOYCE83Y573XNIqh1XPb3Y.svg?width=24&height=24) OpenAI Codex ![](https://framerusercontent.com/images/eXuhZV9WCBRYYB5mzVKo4SQqbp4.svg?width=36&height=40) Cursor ![](https://framerusercontent.com/images/GDW2tFZAIEe0TJY7YARktFg88.svg?width=44&height=36) GitHub Copilot AI-assisted PRs now drive 82% of delivery 1,859 pts shipped with AI this quarter NovDecJanFebMarAprMay PR deliveryOOO lossAI-assisted trend User adoption 92%236 of 257 12 devs this quarter Defect rate 1.8%of total delivery 10.6pp improvement Defect rate climbing with AI adoption From 1.8% → 12.4% defect rate since Nov NovDecJanFebMarAprMay Defect costBug fixingAI adoption ![](https://framerusercontent.com/images/pAbJGjm2EbzFYiSQaQ50CIL37I.png?width=922&height=882) **Documentation & design** See the work that happens outside the editor. Pensero analyzes your documents to surface requirements, design reviews, specs, and architecture work. Only connected spaces are analyzed. Value is measured by impact, not length. ![](https://framerusercontent.com/images/dffxWe5CEEuOOBJwMN0LHrcnVr8.svg?width=24&height=24) Google Drive ![](https://framerusercontent.com/images/nGNVy7XFCyAVxFu4pwcwzuxXzB0.svg?width=24&height=24) Notion ![](https://framerusercontent.com/images/XsGGNpFTPctnsKyaL5LMhMHAwI.svg?width=256&height=246) Confluence Breakdown of delivery by type of work AprMayJunJulAugSepOctNovDecJanFebMar PRsTicketsDocumentsCommunications Total Activity: 532 114PRs 51tickets 25documents 342communications Delivery 3.5 MT Marina Torres 2.5 API migration guide 2.5 JE Jonas Eriksen 1.0 Comment to doc: 'Onb…' 1.0 ![](https://framerusercontent.com/images/B8uYvzMz8NtYs3bpiReJYsfmA.png?width=908&height=886) ![](https://framerusercontent.com/images/B8uYvzMz8NtYs3bpiReJYsfmA.png?width=908&height=886) **Documentation & design** See the work that happens outside the editor. Pensero analyzes your documents to surface requirements, design reviews, specs, and architecture work. Only connected spaces are analyzed. Value is measured by impact, not length. ![](https://framerusercontent.com/images/dffxWe5CEEuOOBJwMN0LHrcnVr8.svg?width=24&height=24) Google Drive ![](https://framerusercontent.com/images/nGNVy7XFCyAVxFu4pwcwzuxXzB0.svg?width=24&height=24) Notion ![](https://framerusercontent.com/images/XsGGNpFTPctnsKyaL5LMhMHAwI.svg?width=256&height=246) Confluence Breakdown of delivery by type of work AprMayJunJulAugSepOctNovDecJanFebMar PRsTicketsDocumentsCommunications Total Activity: 532 114PRs 51tickets 25documents 342communications Delivery 3.5 MT Marina Torres 2.5 API migration guide 2.5 JE Jonas Eriksen 1.0 Comment to doc: 'Onb…' 1.0 ![](https://framerusercontent.com/images/B8uYvzMz8NtYs3bpiReJYsfmA.png?width=908&height=886) **Communications** Add context to delivery. Pensero analyzes work discussions in connected channels to identify collaboration patterns and link conversations to PRs and tickets. Private messages and unconnected channels are never accessed. Context, not surveillance. ![](https://framerusercontent.com/images/KqmUd6VZJ2knvfWDpsbNAd6gAaY.svg?width=42&height=42) Slack ![](https://framerusercontent.com/images/qZWd98YJ8OYkEA5digJhk68MvS0.svg?width=256&height=239) Teams ![](https://framerusercontent.com/images/NG9vzaPg5uwCfJDbRAd4Buz8E.svg?width=24&height=24) Google Chat Slack Message related to: Atlas/Core#2847: Migrate Auth Service to OAuth 2.1 Completed Feb 8 Message Messages Highlighted messages show which ones are being assessed for this task. PM Priya Mehta Feb 8 at 11:42 The token refresh logic looks solid, but we should handle the race condition when two requests hit the refresh endpoint simultaneously. A mutex or queue would prevent double-refresh. PM Priya Mehta 8.3 OAuth 2.1 migration thr… 4.2 Comment to ticket: 'ATL-31… 2.8 Review pull_request: Atlas/… 1.3 ![](https://framerusercontent.com/images/YFc9XjvYDuTCUZRfXcMFDKq3IxI.png?width=896&height=860) ![](https://framerusercontent.com/images/YFc9XjvYDuTCUZRfXcMFDKq3IxI.png?width=896&height=860) **Communications** Add context to delivery. Pensero analyzes work discussions in connected channels to identify collaboration patterns and link conversations to PRs and tickets. Private messages and unconnected channels are never accessed. Context, not surveillance. ![](https://framerusercontent.com/images/KqmUd6VZJ2knvfWDpsbNAd6gAaY.svg?width=42&height=42) Slack ![](https://framerusercontent.com/images/qZWd98YJ8OYkEA5digJhk68MvS0.svg?width=256&height=239) Teams ![](https://framerusercontent.com/images/NG9vzaPg5uwCfJDbRAd4Buz8E.svg?width=24&height=24) Google Chat Slack Message related to: Atlas/Core#2847: Migrate Auth Service to OAuth 2.1 Completed Feb 8 Message Messages Highlighted messages show which ones are being assessed for this task. PM Priya Mehta Feb 8 at 11:42 The token refresh logic looks solid, but we should handle the race condition when two requests hit the refresh endpoint simultaneously. A mutex or queue would prevent double-refresh. PM Priya Mehta 8.3 OAuth 2.1 migration thr… 4.2 Comment to ticket: 'ATL-31… 2.8 Review pull_request: Atlas/… 1.3 ![](https://framerusercontent.com/images/YFc9XjvYDuTCUZRfXcMFDKq3IxI.png?width=896&height=860) **Tickets and work management** Understand intent behind the work. Pensero ingests tickets to connect planned work to delivered outcomes. Scope, status, ownership, and linked PRs. Execution behavior, not ticket volume. ![](https://framerusercontent.com/images/auEa0ot46bGgKslVW4tct6Qh2I.svg?width=42&height=42) Linear ![](https://framerusercontent.com/images/n2XvDYr6XPTuE7GMiYVa3wHQAhE.svg?width=40&height=40) Jira ![](https://framerusercontent.com/images/kRykxH3uHQBH4rDXMOj8hPmJ9E.svg?width=24&height=24) YouTrack ![](https://framerusercontent.com/images/bh9wxdwtKsDigSFWvyVV1FtKmQ0.svg?width=43&height=42) GitHub Projects EpicDelivery API GatewayPlatform 265.2 SSO & OAuth MigrationIdentity 66.9 Billing OverhaulPayments 58.9 Data Pipeline v2Platform, Data 53.7 Webhook ReliabilityInfra 39.8 Tenant IsolationPlatform 21 Search ReindexCore, Data 15.3 Admin DashboardInternal Tools 12.9 Roadmap alignedApr 01 – May 28 DecJanFebMarAprMay DeliveryCumulative Top Contributors Liam Chen 262.7 Sara Lindqvist 86.5 Amir Rashidi 58.4 Top Teams Platform 52.1% Identity 18.4% Payments 14.7% Infra 9.6% Other 5.2% ![](https://framerusercontent.com/images/2hc2IZPG7lJBL5hQVuPPrQIAfo.png?width=918&height=902) ![](https://framerusercontent.com/images/2hc2IZPG7lJBL5hQVuPPrQIAfo.png?width=918&height=902) **Tickets and work management** Understand intent behind the work. Pensero ingests tickets to connect planned work to delivered outcomes. Scope, status, ownership, and linked PRs. Execution behavior, not ticket volume. ![](https://framerusercontent.com/images/auEa0ot46bGgKslVW4tct6Qh2I.svg?width=42&height=42) Linear ![](https://framerusercontent.com/images/n2XvDYr6XPTuE7GMiYVa3wHQAhE.svg?width=40&height=40) Jira ![](https://framerusercontent.com/images/kRykxH3uHQBH4rDXMOj8hPmJ9E.svg?width=24&height=24) YouTrack ![](https://framerusercontent.com/images/bh9wxdwtKsDigSFWvyVV1FtKmQ0.svg?width=43&height=42) GitHub Projects EpicDelivery API GatewayPlatform 265.2 SSO & OAuth MigrationIdentity 66.9 Billing OverhaulPayments 58.9 Data Pipeline v2Platform, Data 53.7 Webhook ReliabilityInfra 39.8 Tenant IsolationPlatform 21 Search ReindexCore, Data 15.3 Admin DashboardInternal Tools 12.9 Roadmap alignedApr 01 – May 28 DecJanFebMarAprMay DeliveryCumulative Top Contributors Liam Chen 262.7 Sara Lindqvist 86.5 Amir Rashidi 58.4 Top Teams Platform 52.1% Identity 18.4% Payments 14.7% Infra 9.6% Other 5.2% ![](https://framerusercontent.com/images/2hc2IZPG7lJBL5hQVuPPrQIAfo.png?width=918&height=902) **Calendars & Capacity** Align delivery with true capacity. Pensero reads absence metadata to adjust performance signals for time off and measure real focus time. Only availability data is accessed. Meeting content stays private. ![](https://framerusercontent.com/images/BGHcnLnFHeewO72oenhhdHfKY.svg?width=24&height=24) Microsoft 365 Calendar ![](https://framerusercontent.com/images/XjPHbdBYws82FAJcZxQaknrcr9c.svg?width=40&height=40) Google Calendar % of time in focus vs. meetings 35% of time focused, −27% in meetings Average: 12.7 JunAugOctDecFebAprMay FocusedMeetingsOut of office W18May 05 – May 11 262.1 delivery points 272.0 hours out of office (11 people) 159.1 delivery loss Focus time this quarter 14.2havg. per person / week 35% Focused 27% Meetings 12% OOO 26% Other ![](https://framerusercontent.com/images/Rh5VBWQp3xC9he19KGZUDOClNg.png?width=928&height=838) ![](https://framerusercontent.com/images/Rh5VBWQp3xC9he19KGZUDOClNg.png?width=928&height=838) **Calendars & Capacity** Align delivery with true capacity. Pensero reads absence metadata to adjust performance signals for time off and measure real focus time. Only availability data is accessed. Meeting content stays private. ![](https://framerusercontent.com/images/BGHcnLnFHeewO72oenhhdHfKY.svg?width=24&height=24) Microsoft 365 Calendar ![](https://framerusercontent.com/images/XjPHbdBYws82FAJcZxQaknrcr9c.svg?width=40&height=40) Google Calendar % of time in focus vs. meetings 35% of time focused, −27% in meetings Average: 12.7 JunAugOctDecFebAprMay FocusedMeetingsOut of office W18May 05 – May 11 262.1 delivery points 272.0 hours out of office (11 people) 159.1 delivery loss Focus time this quarter 14.2havg. per person / week 35% Focused 27% Meetings 12% OOO 26% Other ![](https://framerusercontent.com/images/Rh5VBWQp3xC9he19KGZUDOClNg.png?width=928&height=838) # Get months of engineering performance data now # Get months of engineering performance data now Stop deciding on gut feel. Get 90 days of objective data in minutes. [Let's talk](./book-demo) # Get months of engineering performance data now Stop deciding on gut feel. Get 90 days of objective data in minutes. 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