# faros.ai

> AI-optimized mirror of faros.ai containing 50 pages totalling 24,846 words of clean markdown content, structured data, and semantic HTML. Original source: https://faros.ai/. Last updated: 2026-04-27T00:42:50.281Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [AI ENGINEERING REPORT 2026](/site-root.html): Scale engineering with AI + humans. Get visibility and control over how work operates across code, people, and systems. Trusted by world's top teams. (680 words)

## Articles & Blog Posts

- [engineering-productivity/handbook/index.html](/engineering-productivity/handbook/index.html) (1 words)
- [blog/key-takeaways-from-the-dora-report-2025/index.html](/blog/key-takeaways-from-the-dora-report-2025/index.html) (1 words)
- [privacy/index.html](/privacy/index.html) (1 words)
- [changelog/index.html](/changelog/index.html) (1 words)
- [terms/index.html](/terms/index.html) (1 words)
- [blog/best-ai-model-for-coding-2026/index.html](/blog/best-ai-model-for-coding-2026/index.html) (1 words)
- [blog/claude-code-token-limits/index.html](/blog/claude-code-token-limits/index.html) (1 words)
- [blog/are-ai-coding-assistants-really-saving/index.html](/blog/are-ai-coding-assistants-really-saving/index.html) (1 words)
- [blog/lines-of-code-metric-ai-vanity-outcome/index.html](/blog/lines-of-code-metric-ai-vanity-outcome/index.html) (1 words)
- [blog/ai-generated-code-and-the-dry-principle/index.html](/blog/ai-generated-code-and-the-dry-principle/index.html) (1 words)
- [blog/context-engineering-for-developers/index.html](/blog/context-engineering-for-developers/index.html) (1 words)
- [AI ENGINEERING REPORT 2026](/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. (523 words)
- [How we help](/platform/engineering-efficiency/index.html): Transform engineering bottlenecks into breakthroughs with Faros. Identify workflow friction, automate processes, and boost developer productivity at scale. (634 words)
- [The AI Engineering Report 2026](/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. (698 words)
- [Individual Contributor License Agreement](/individual-cla/index.html): Learn more about our Individual Contributor License Agreement (809 words)
- [Discover the power of the Faros platform](/platform/index.html): Discover the Faros platform—unify engineering data, AI agents, and analytics to accelerate productivity and control workflows at enterprise scale. (1,216 words)
- [AI ENGINEERING REPORT 2026](/copilot-module/index.html): Enterprise-scale AI coding impact analysis across Copilot, Cursor, Claude. Unified dashboards, A/B testing, and ROI measurement in one platform. (606 words)
- [AI ENGINEERING REPORT 2026](/dora-metrics/index.html): Unlock actionable DORA metrics with enterprise-grade dashboards. Trusted by top teams for accurate deployment frequency and lead time tracking. (666 words)
- [The challenge](/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. (644 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. (456 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. (480 words)
- [Changelog](/changelog/automation-2/index.html): Explore our latest changelog update - Completely Customizable Automation (313 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. (469 words)
- [The AI Engineering Report 2026 is now available! Read the latest research:](/microsoft/index.html): Connect Azure DevOps, GitHub, and AI tools through Faros. Get visibility into engineering metrics and maximize your Microsoft investment ROI. (320 words)
- [The AI Engineering Report 2026](/engineering-executives/index.html): Strategic decisions need full context. Faros provides engineering leadership with visibility and control to deliver faster with AI coding agents. (754 words)
- [Changelog](/changelog/charts-and-dashboards-continue-to-improve/index.html): Explore our latest changelog update - Charts and Dashboards Continue to Improve! (306 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. (3,380 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. (597 words)
- [Changelog](/changelog/ai-powered-pr-comment-classification/index.html): Explore our latest changelog update - AI-Powered PR Comment Classification (339 words)
- [Changelog](/changelog/automated-r-and-d-cost-capitalization/index.html): Explore our latest changelog update - Automated R&D Cost Capitalization. Hallelujah! (348 words)
- [The AI Engineering Report 2026 is now available! Read the latest research:](/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. (236 words)
- [The AI Engineering Report 2026 is now available! Read the latest research:](/program-managers/index.html): Eliminate delivery chaos with automated dependency tracking and status reporting. Spot risks early and keep critical paths clear with Faros. (728 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. (433 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. (490 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! (283 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. (172 words)
- [AI ENGINEERING REPORT 2026](/platform-engineering-devex-leaders/index.html): Join top engineering teams using Faros for platform engineering. Turn feedback into action and build world-class dev experiences. (775 words)
- [The AI Engineering Report 2026 is now available! Read the latest research:](/ai-leaders/index.html): Transform AI investments into proven engineering productivity gains. The Faros Platform helps leaders measure impact, drive adoption, and optimize AI tools. (755 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. (400 words)
- [Changelog](/changelog/ai-copilot-evaluation-module/index.html): Explore our latest changelog update - AI Copilot Evaluation Module (213 words)
- [Cookie Policy](/cookies/index.html): Learn more about our Cookie Policy (772 words)
- [The AI Engineering Report 2026](/engineering-productivity/index.html): Accelerate delivery with AI-powered engineering productivity insights. Benchmark performance, identify SDLC bottlenecks, track improvements. (495 words)
- [The AI Engineering Report 2026 is now available!](/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. (14 words)
- [The Challenge](/software-capitalization/index.html): Generate audit-ready capitalization reports automatically. Save engineering managers hours while delivering accurate R&D cost tracking. (430 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. (163 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. (64 words)
- [ERROR 404](/not-found/index.html) (25 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. (231 words)
- [Resources &](/blog/index.html): Turn engineering bottlenecks into breakthroughs. Real-world case studies, AI productivity research, and actionable insights for engineering leaders. (3,918 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