# faros.ai > AI-optimized mirror of faros.ai containing 50 pages totalling 25,086 words of clean markdown content, structured data, and semantic HTML. Original source: https://faros.ai/. Last updated: 2026-04-20T04:05:45.745Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [site-root.html](/site-root.html) (1 words) ## Articles & Blog Posts - [platform/engineering-efficiency/index.html](/platform/engineering-efficiency/index.html) (1 words) - [platform/index.html](/platform/index.html) (1 words) - [ai-leaders/index.html](/ai-leaders/index.html) (1 words) - [platform-engineering-devex-leaders/index.html](/platform-engineering-devex-leaders/index.html) (1 words) - [engineering-productivity/handbook/index.html](/engineering-productivity/handbook/index.html) (1 words) - [terms/index.html](/terms/index.html) (1 words) - [privacy/index.html](/privacy/index.html) (1 words) - [AI ENGINEERING REPORT 2026](/dora-metrics/index.html): Unlock actionable DORA software metrics with enterprise-grade dashboards. Trusted by top teams for accurate deployment and lead time tracking. (769 words) - [AI ENGINEERING REPORT 2026](/developer-experience/index.html): Unify developer surveys with workflow telemetry to identify hidden friction points. Turn feedback into actionable insights that boost team productivity. (572 words) - [copilot-module/index.html](/copilot-module/index.html) (1 words) - [changelog/index.html](/changelog/index.html) (1 words) - [Outcomes we deliver](/program-managers/index.html): Eliminate delivery chaos with automated dependency tracking and status reporting. Spot risks early and keep critical paths clear with Faros. (831 words) - [blog/best-ai-model-for-coding-2026/index.html](/blog/best-ai-model-for-coding-2026/index.html) (1 words) - [blog/mttr-meaning-and-metrics/index.html](/blog/mttr-meaning-and-metrics/index.html) (1 words) - [blog/claude-code-token-limits/index.html](/blog/claude-code-token-limits/index.html) (1 words) - [blog/ai-acceleration-whiplash-takeaways/index.html](/blog/ai-acceleration-whiplash-takeaways/index.html) (1 words) - [AI ENGINEERING REPORT 2026](/investment-strategy/index.html): Turn engineering spend into measurable impact. Faros delivers productivity benchmarks and efficiency metrics to optimize resource allocation. (593 words) - [We advance those who build](/about-us/index.html): Discover Faros's mission to advance those who build. Meet our team of innovators making AI actually work in engineering. (559 words) - [Best AI coding agents 2026](/blog/best-ai-coding-agents-2026/index.html): A developer-focused look at the best AI coding agents in 2026, comparing Claude Code, Cursor, Codex, Copilot, Cline, and more—with guidance for evaluating them at enterprise scale. (3,478 words) - [Centralized visibility to harmonize delivery efforts across agile teams, tools, and timelines](/platform/delivery-excellence/index.html): Turn commitments into shipped products with centralized delivery tracking, AI-powered forecasting, cost and capacity insights, and emerging risk alerts. (808 words) - [The Acceleration Whiplash](/research/ai-acceleration-whiplash/index.html): 22K developers reveal AI's real impact: 66% throughput gains but incidents rising faster. Get the definitive data on what's working and breaking. (600 words) - [AI ENGINEERING REPORT 2026](/initiative-tracking/index.html): Bridge the execution gap between daily engineering activity and strategic outcomes. Arm program managers with real-time data to keep critical work on track. (503 words) - [Outcomes we deliver](/engineering-executives/index.html): Strategic decisions need full context. Faros provides engineering leadership with visibility and control to deliver faster with AI coding agents. (858 words) - [Essential visibility to strategically scale engineering AI transformations](/platform/ai-transformation/index.html): Scale engineering AI transformations with measurable ROI. Faros delivers visibility, control, and proven frameworks for AI adoption success. (707 words) - [Measure developer productivity with the #1 enterprise platform](/platform/demo/index.html): Scale engineering with AI that unlocks major productivity gains. See live devops analytics, productivity insights & AI-powered recommendations with Faros. (543 words) - [WHY Faros](/compare/faros-vs-dx/index.html): Compare Faros and DX for engineering productivity metrics, AI-powered insights, and developer experience optimization. See features, integrations, and ROI. (339 words) - [Cookie policy](/cookies/index.html): Learn more about our Cookie Policy (875 words) - [how we help](/engineering-productivity/index.html): Accelerate delivery with AI-powered engineering productivity insights. Benchmark performance, identify SDLC bottlenecks, track improvements. (598 words) - [$40B invested in GenAI, yet only 5% of enterprises see measurable returns](/platform/ai-transformation/gains/index.html): Benchmark your engineering team's AI transformation across 10 key dimensions. Identify barriers blocking productivity gains and scale what works. (754 words) - [Our Solution](/microsoft/index.html): Connect Azure DevOps, GitHub, and AI tools through Faros. Get visibility into engineering metrics and maximize your Microsoft investment ROI. (423 words) - [Individual Contributor License Agreement](/individual-cla/index.html): Learn more about our Individual Contributor License Agreement (912 words) - [AI that unlocks major productivity, instead of just shifting bottlenecks](/clara/index.html): Bootstrap AI agents with tribal knowledge from past PRs. Clara eliminates context-feeding overhead and delivers one-shot coding success at scale. (590 words) - [Ensuring Security Excellence: Faros AI Achieves SOC 2, ISO 27001, and GDPR Certifications](/blog/faros-ai-maintains-soc-2-iso-27001-and-gdpr-certifications.html): Renewed certifications demonstrate Faros AI's continued commitment to keeping customer data safe. (840 words) - [The Challenge](/software-capitalization/index.html): Generate audit-ready capitalization reports automatically. Save engineering managers hours while delivering accurate R&D cost tracking. (533 words) - [Find the right partner program for you](/partners/index.html): Join Faros partner programs to expand capabilities and grow your pipeline. Get exclusive marketing, technical support, and training benefits. (266 words) - [Changelog](/changelog/automation-2/index.html): Explore our latest changelog update - Completely Customizable Automation (423 words) - [Automated R&D Cost Capitalization. Hallelujah!](/changelog/automated-r-and-d-cost-capitalization/index.html): Explore our latest changelog update - Automated R&D Cost Capitalization. Hallelujah! (458 words) - [Changelog](/changelog/charts-and-dashboards-continue-to-improve/index.html): Explore our latest changelog update - Charts and Dashboards Continue to Improve! (416 words) - [Latest Research from Faros](/research/index.html): Breakthrough research on AI's impact on engineering teams. Discover how AI coding tools are changing productivity for individuals and organizations. (275 words) - [Changelog](/changelog/adding-metrics-to-scorecard-just-got-even-easier/index.html): Explore our latest changelog update - Adding metrics to scorecard just got even easier! (393 words) - [Changelog](/changelog/ai-powered-pr-comment-classification/index.html): Explore our latest changelog update - AI-Powered PR Comment Classification (449 words) - [Changelog](/changelog/ai-copilot-evaluation-module/index.html): Explore our latest changelog update - AI Copilot Evaluation Module (323 words) - [AI Productivity Paradox: Why Engineering Performance Stalled](/ai-productivity-paradox/index.html): Engineers merge 98% more PRs with AI tools, but review time jumps 91%. Our 2025 research reveals 3 systemic barriers blocking real AI productivity gains. (117 words) - [Experience the Faros Platform](/contact-us/index.html): Ready to advance your engineering teams? Contact Faros to discover how we help deploy AI effectively and improve engineering throughput and efficiency. (348 words) - [“It’s great to be able to track our metrics and take action that helps teams be more successful. Our teams are no longer left to solve problems in isolation.”](/pricing/index.html): Choose the right Faros plan for your engineering team. Visibility and control for AI in engineering that grows with your organization. (167 words) - [ERROR 404](/not-found/index.html) (128 words) - [Resources &](/blog/index.html): Turn engineering bottlenecks into breakthroughs. Real-world case studies, AI productivity research, and actionable insights for engineering leaders. (3,978 words) - [Changelog](/changelog/transform-releases-into-deployments/index.html): Explore our latest changelog update - Transform Release to Deployment Data (365 words) - [Changelog](/changelog/new-feature-connection-failure-notifications/index.html): Explore our latest changelog update - New Feature: Connection Failure Notifications (281 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/content/robots.txt): Crawler directives