# Weave > Weave is an engineering intelligence platform that measures the output of software engineers and AI agents. It combines LLMs and domain-specific machine learning to normalize engineering work into a single unit calibrated to expert benchmarks, attribute code to AI vs. human authorship, and quantify AI's impact on velocity, code quality, and ROI. Trusted by 500+ organizations, including Fortune 100 companies. The company and product are called Weave. The marketing site is workweave.dev; the app runs at app.workweave.ai. ## Products - [Code Output](https://workweave.dev/product-pages/code-output): Measures engineering output in normalized units of work calibrated to expert benchmarks, not lines of code. Comparable across engineers, teams, and languages. - [Code Quality](https://workweave.dev/product-pages/code-quality): Tracks code quality across every PR, including rework and turnover, so AI-generated code doesn't erode the codebase. - [Code Reviews](https://workweave.dev/product-pages/code-reviews): Analyzes code review quality, depth, and turnaround time across human and AI reviewers. - [AI Health](https://workweave.dev/product-pages/ai-health): The AI Efficiency Index: a single 0-100 score balancing code output, adoption rates, tool costs, and code turnover to show whether an AI stack is working. - [Silk 1](https://workweave.dev/product-pages/silk): Weave's code output scoring model. 3.3x more accurate than its predecessor, with plain-language reasoning for every score and calibration that learns from team overrides. - [Wooly (AI Agent)](https://workweave.dev/product-pages/ai-agent): AI engineering agent. Ask anything about an org's output, velocity, or AI usage and get answers grounded in its engineering data. - [AI ROI](https://workweave.dev/product-pages/ai-impact-roi): Quantifies the ROI of AI coding tools by connecting AI usage to shipped output, cost, and code quality. - [AI Insights](https://workweave.dev/product-pages/ai-insights): Tracks AI adoption and impact: percent of code written by AI, tool effectiveness, and efficiency per engineer. - [AI Usage](https://workweave.dev/product-pages/ai-usage): Shows which AI tools engineers actually use (Cursor, Claude Code, Devin, and more) with adoption and frequency by team. - [Agent Observability](https://workweave.dev/product-pages/agent-observability): Tracks autonomous coding agents (Devin, Bugbot, CodeRabbit). Measures agent output, cost, and ROI separately from human-driven work; includes an MCP server. - [DORA & Benchmarks](https://workweave.dev/product-pages/engineering-analytics): DORA metrics (deploy frequency, lead time, MTTR, success rate) plus industry benchmarks computed from real data across thousands of engineering orgs. - [Dev FinOps](https://workweave.dev/product-pages/dev-finops): Automated R&D capitalization reporting for tax and financial reporting, sliced by team, repo, or project. - [Automated Reporting](https://workweave.dev/product-pages/automated-reporting): Automated engineering reports for executives, boards, and teams built from output, quality, and AI metrics. - [Weave Router](https://workweave.dev/product-pages/router): Open-source LLM router that sends every prompt to the cheapest model that can do the job. Same quality, 30-60% lower inference spend. ## Company - [Home](https://workweave.dev/): Overview of the Weave engineering intelligence platform: normalized output measurement, AI vs. human attribution, and reporting. - [Enterprise](https://workweave.dev/enterprise): Enterprise deployment: SOC 2 Type II, GDPR and HIPAA compliance, SSO (OIDC), SCIM provisioning, and role-based access. - [Customers](https://workweave.dev/customers): Customer stories from startups, scale-ups, and Fortune 500 engineering teams using Weave. - [Pricing](https://workweave.dev/pricing): Free Starter plan, Pro at $50 per engineer per month, and custom Enterprise plans. - [Company](https://workweave.dev/company): About Weave: mission, team, and careers. - [Blog](https://workweave.dev/blog): Guides, benchmarks, and research on engineering metrics, DORA, developer productivity, and AI ROI. ## Research - [Tokenmaxxing Is Lighting Money on Fire](https://workweave.dev/research/tokenmaxxing-is-lighting-money-on-fire): Research on why maximizing token usage wastes AI spend and how to right-size inference. - [Q1 2026 Data Insights Report](https://workweave.dev/research/q1-2026-data-insights-report): Quarterly benchmarks on engineering output and AI adoption drawn from Weave platform data. ## Legal & Security - [Security](https://workweave.dev/security): Security practices and compliance certifications. - [Privacy Policy](https://workweave.dev/privacy): How Weave collects, uses, and protects data. - [Terms of Service](https://workweave.dev/terms): Terms governing use of the platform and website. - [Subprocessors](https://workweave.dev/subprocessors): Current list of subprocessors used to deliver the platform. ## Key Blog Posts - [The Weave Platform: A Deep Dive Into Our Features](https://workweave.dev/blog/the-weave-platform-a-deep-dive-into-our-features): Feature-by-feature tour of the platform. - [How to Measure Developer Productivity: A Modern Guide](https://workweave.dev/blog/how-to-measure-developer-productivity-a-modern-guide): Weave's core methodology for productivity measurement. - [A Guide to Engineering Intelligence Platforms](https://workweave.dev/blog/a-guide-to-engineering-intelligence-platforms-in-2025): Landscape overview of the engineering intelligence category. - [Beyond Lines of Code](https://workweave.dev/blog/beyond-lines-of-code): Why LOC fails as a productivity measure and what to use instead. - [The Problem With DORA](https://workweave.dev/blog/problem-with-dora): Where DORA metrics fall short in the AI era. - [DORA Core 4 Metrics: Quick Guide for Engineering Leaders](https://workweave.dev/blog/dora-core-4-metrics-quick-guide-for-engineering-leaders): Primer on the four DORA metrics. - [Combine DORA and SPACE Metrics to Uncover AI Impact](https://workweave.dev/blog/combine-dora-and-space-metrics-to-uncover-ai-impact): Using both frameworks together to measure AI's effect. - [How to Measure Internal AI Usage](https://workweave.dev/blog/how-to-measure-internal-ai-usage): Methods for quantifying AI tool usage across a team. - [How to Prove ROI of AI Software Engineering Tools](https://workweave.dev/blog/how-to-prove-roi-of-ai-software-engineering-tools): Framework for demonstrating AI tooling ROI. - [Claude Code Analytics: The Missing Piece in AI Development ROI](https://workweave.dev/blog/claude-code-analytics-the-missing-piece-in-ai-development-roi): Measuring Claude Code usage and impact. - [Cursor Analytics: Tracking AI Coding Tool Usage](https://workweave.dev/blog/cursor-analytics-tracking-ai-coding-tool-usage-for-engineering-teams): Measuring Cursor usage and impact. - [The AI3: The Three Stats That Matter for Engineering in the AI Era](https://workweave.dev/blog/the-ai3-the-three-3-stats-that-matter-for-engineering-in-the-ai-era): Weave's three headline metrics for AI-era engineering. - [Meet Wooly: The AI That Explains Your Engineering Metrics](https://workweave.dev/blog/meet-wooly-the-ai-that-explains-your-engineering-metrics): Introduction to the Wooly agent. - [Introducing Weave Router](https://workweave.dev/blog/introducing-weave-router-right-sizing-inference-for-production-agentic-workloads): Launch post: right-sizing inference for production agentic workloads. - [Announcing Our $4.2M Seed Round](https://workweave.dev/blog/announcing-our-4-2m-seed-round): Funding announcement. - [OpenZeppelin Case Study](https://workweave.dev/blog/from-blind-spots-to-bottleneck-detection-how-openzeppelin-saved-four-weeks-of-engineering-time-with-weave): How OpenZeppelin saved four weeks of engineering time with Weave. - [Remi Case Study](https://workweave.dev/blog/from-guesswork-to-growth-how-remi-gained-engineering-visibility-to-scale-with-confidence): How Remi gained engineering visibility to scale. - [StrongSuit Case Study](https://workweave.dev/blog/from-stack-ranking-to-smart-metrics-how-strongsuit-brought-objectivity-to-engineering-performance): Replacing stack ranking with objective metrics. - [IntelliStack Case Study](https://workweave.dev/blog/intellistack-scaling-ai-adoption-with-engineering-intelligence): Scaling AI adoption with engineering intelligence. - [4 Best Practices From the Most Productive Engineering Team I've Studied (Pylon)](https://workweave.dev/blog/4-best-practices-from-the-most-productive-engineering-team-i-ve-studied-(pylon)): Practices from a high-output team. ## Comparisons - [Weave vs. the Engineering Intelligence Field (2026)](https://workweave.dev/blog/weave-vs.-the-engineering-intelligence-field-(2026-competitive-analysis)): Competitive analysis across the category. - [Weave vs. DX](https://workweave.dev/blog/weave-vs-dx) - [Weave vs. LinearB](https://workweave.dev/blog/weave-vs-linearb) - [Weave vs. Jellyfish](https://workweave.dev/blog/weave-vs-jellyfish-the-best-engineering-analytics-platform-in-2025) - [Weave vs. Swarmia](https://workweave.dev/blog/weave-vs-swarmia-1-in-engineering-metrics) - [Weave vs. Sleuth](https://workweave.dev/blog/weave-vs-sleuth) - [Weave vs. Pluralsight Flow](https://workweave.dev/blog/weave-vs-pluralsight-flow-ai-engineering-metrics) - [Weave vs. Hatica](https://workweave.dev/blog/weave-vs-hatica-the-best-engineering-analytics-tools-in-the-ai-era) - [Weave vs. Span](https://workweave.dev/blog/weave-vs.-span) - [Weave vs. Waydev](https://workweave.dev/blog/weave-vs.-waydev-which-engineering-analytics-platform-is-right-for-you) - [6 Alternatives to Jellyfish Software](https://workweave.dev/blog/6-alternatives-to-jellyfish-software) - [Top Jellyfish Alternatives](https://workweave.dev/blog/top-jellyfish-alternatives-that-boost-developer-productivity) - [Top LinearB Alternatives](https://workweave.dev/blog/top-linearb-alternatives-for-smarter-engineering-efficiency) - [GetDX Competitors Overview](https://workweave.dev/blog/getdx-competitors-overview-weaves-ai-edge-explained) ## Optional - [2025 Guide to AI Driven Engineering Analytics](https://workweave.dev/blog/2025-guide-to-ai-driven-engineering-analytics) - [2026 Guide to the Best Software Development Metrics Platform](https://workweave.dev/blog/2026-guide-to-the-best-software-development-metrics-platform) - [7 Must Have Tools for Engineering Managers in 2025](https://workweave.dev/blog/7-must-have-tools-for-engineering-managers-in-2025) - [8 Software Development KPIs for 2026](https://workweave.dev/blog/8-software-development-kpis-for-2026) - [A Way to Measure and Optimize AI Code Editors Agents and Review Tools](https://workweave.dev/blog/a-way-to-measure-and-optimize-ai-code-editors-agents-and-review-tools) - [Accurately Measure AI Usage Your Engineering Team](https://workweave.dev/blog/accurately-measure-ai-usage-your-engineering-team) - [AI Agents Are Shipping Code: can Your Metrics Keep Up](https://workweave.dev/blog/ai-agents-are-shipping-code.-can-your-metrics-keep-up) - [AI Engineering Analytics Platform Boost Team Outcomes](https://workweave.dev/blog/ai-engineering-analytics-platform-boost-team-outcomes) - [AI Engineering Analytics Platform Realtime Team Insights](https://workweave.dev/blog/ai-engineering-analytics-platform-realtime-team-insights) - [AI Engineering Analytics Platform Unlock Faster Developer Output](https://workweave.dev/blog/ai-engineering-analytics-platform-unlock-faster-developer-output) - [AI Powered Engineering Efficiency Tools You Need](https://workweave.dev/blog/ai-powered-engineering-efficiency-tools-you-need) - [AI Usage Analytics Convert Data Into Team Performance Wins](https://workweave.dev/blog/ai-usage-analytics-convert-data-into-team-performance-wins) - [AI Usage Metrics Every Engineering Manager Should Track](https://workweave.dev/blog/ai-usage-metrics-every-engineering-manager-should-track) - [Best Engineering Analytics for Agile Teams to Drive Speed](https://workweave.dev/blog/best-engineering-analytics-for-agile-teams-to-drive-speed) - [Best Software Development Metrics Platform for Agile Teams](https://workweave.dev/blog/best-software-development-metrics-platform-for-agile-teams) - [Boost Delivery Speed DORA Metrics Guide 2026 Teams](https://workweave.dev/blog/boost-delivery-speed-dora-metrics-guide-2026-teams) - [Boost Team Output with an AI Engineering Analytics Platform](https://workweave.dev/blog/boost-team-output-with-an-ai-engineering-analytics-platform) - [Boost Your DORA Metrics with Weave's AI Driven Insights](https://workweave.dev/blog/boost-your-dora-metrics-with-weave%E2%80%99s-ai-driven-insights) - [Boost Your DORA Metrics with Weave's Real Time Team Tracking](https://workweave.dev/blog/boost-your-dora-metrics-with-weave%E2%80%99s-real-time-team-tracking) - [Boost Your Engineering Team with DORA Driven Analytics Tools](https://workweave.dev/blog/boost-your-engineering-team-with-dora-driven-analytics-tools) - [Build or Buy Software Engineering Analytics Platform (2025)](https://workweave.dev/blog/build-or-buy-software-engineering-analytics-platform-(2025)) - [Build vs Buy Choosing Your Software Metrics Platform](https://workweave.dev/blog/build-vs-buy-choosing-your-software-metrics-platform) - [Building the Deep Research Agent Turning Engineering Data Into Intelligence](https://workweave.dev/blog/building-the-deep-research-agent-turning-engineering-data-into-intelligence) - [Choosing the Best AI Engineering Analytics Platform](https://workweave.dev/blog/choosing-the-best-ai-engineering-analytics-platform) - [Claude Code Analytics vs Traditional Metrics What Wins](https://workweave.dev/blog/claude-code-analytics-vs-traditional-metrics-what-wins) - [Compare Claude vs Cursor Analytics Smarter Team Decisions](https://workweave.dev/blog/compare-claude-vs-cursor-analytics-smarter-team-decisions) - [Compare GetDX Competitors and Find the Best AI Metrics Tool](https://workweave.dev/blog/compare-getdx-competitors-and-find-the-best-ai-metrics-tool) - [Compare Top Developer Productivity Tools Their ROI](https://workweave.dev/blog/compare-top-developer-productivity-tools-their-roi) - [Compare Weave Jellyfish Real ROI for Engineering Teams](https://workweave.dev/blog/compare-weave-jellyfish-real-roi-for-engineering-teams) - [Comparing Weave Engineering Analytics Costs ROI Insights](https://workweave.dev/blog/comparing-weave-engineering-analytics-costs-roi-insights) - [Developer Productivity Frameworks Metrics AI Tips](https://workweave.dev/blog/developer-productivity-frameworks-metrics-ai-tips) - [Distracting Software Engineers Is More Harmful Than Managers Think Even in the AI Times](https://workweave.dev/blog/distracting-software-engineers-is-more-harmful-than-managers-think-even-in-the-ai-times) - [DORA Metrics Reveal Bottlenecks Drive Faster Delivery](https://workweave.dev/blog/dora-metrics-reveal-bottlenecks-drive-faster-delivery) - [DORA vs Weave Points (best Engineering Metrics in 2025)](https://workweave.dev/blog/dora-vs-weave-points-(best-engineering-metrics-in-2025)) - [Engineering Analytics Software Scaling Highperforming Teams](https://workweave.dev/blog/engineering-analytics-software-scaling-highperforming-teams) - [Essential Dashboards Every Engineering Leader Needs](https://workweave.dev/blog/essential-dashboards-every-engineering-leader-needs) - [From Manual to AI Transform Code Review with Smart Editors](https://workweave.dev/blog/from-manual-to-ai-transform-code-review-with-smart-editors) - [GetDX Competitors Which AI Analytics Tools Outperform in 2026](https://workweave.dev/blog/getdx-competitors-which-ai-analytics-tools-outperform-in-2026) - [Guide to AI Driven Engineering Analytics](https://workweave.dev/blog/guide-to-ai-driven-engineering-analytics) - [Hiring Only Senior Engineers Is Killing Companies](https://workweave.dev/blog/hiring-only-senior-engineers-is-killing-companies) - [How AI Powered Analytics Beats Classic Dashboards for Managers](https://workweave.dev/blog/how-ai%E2%80%91powered-analytics-beats-classic-dashboards-for-managers) - [How AI Is Changing Engineering Analytics](https://workweave.dev/blog/how-ai-is-changing-engineering-analytics) - [How AI Powered Engineering Analytics Are Improving Developer Experience](https://workweave.dev/blog/how-ai-powered-engineering-analytics-are-improving-developer-experience) - [How Claude Code Analytics Reveal Hidden Team Bottlenecks](https://workweave.dev/blog/how-claude-code-analytics-reveal-hidden-team-bottlenecks) - [How Engineers Maximize Productivity with AI Coding Tools Using Weave](https://workweave.dev/blog/how-engineers-maximize-productivity-with-ai-coding-tools-using-weave) - [How Is AI Changing Engineering Management Tools](https://workweave.dev/blog/how-is-ai-changing-engineering-management-tools) - [How Leading Teams Are Rethinking Engineering Analytics](https://workweave.dev/blog/how-leading-teams-are-rethinking-engineering-analytics) - [How to Accurately Measure AI Usage in Engineering Teams](https://workweave.dev/blog/how-to-accurately-measure-ai-usage-in-engineering-teams) - [How to Accurately Measure Developer Productivity with AI](https://workweave.dev/blog/how-to-accurately-measure-developer-productivity-with-ai) - [How to Increase Team Velocity Without Causing Burnout](https://workweave.dev/blog/how-to-increase-team-velocity-without-causing-burnout) - [How to Run Standups That Actually Move Work Forward](https://workweave.dev/blog/how-to-run-standups-that-actually-move-work-forward) - [How to Screen for AI Competence When Hiring Engineers (3 Step Process)](https://workweave.dev/blog/how-to-screen-for-ai-competence-when-hiring-engineers-(3-step-process)) - [How Top Engineering Teams Are Quantifying AI Adoption](https://workweave.dev/blog/how-top-engineering-teams-are-quantifying-ai-adoption) - [How Weave Beats Cursor and Claude Analytics](https://workweave.dev/blog/how-weave-beats-cursor-and-claude-analytics) - [How Weave Is Replacing Story Points with LLMs and AI](https://workweave.dev/blog/how-weave-is-replacing-story-points-with-llms-and-ai) - [How Weave's AI Powers the Best Engineering Teams in the LLM Era](https://workweave.dev/blog/how-weave-s-ai-powers-the-best-engineering-teams-in-the-llm-era) - [I Spent 3 Years As a Founding Engineer Making a Huge Mistake in My Code Review Process](https://workweave.dev/blog/i-spent-3-years-as-a-founding-engineer-making-a-huge-mistake-in-my-code-review-process) - [Individual vs Team Engineering Dashboards (key Features)](https://workweave.dev/blog/individual-vs-team-engineering-dashboards-(key-features)) - [Master Engineering Productivity Analytics with AI Insights](https://workweave.dev/blog/master-engineering-productivity-analytics-with-ai-insights) - [Most Frequently Asked Questions by Engineering Managers (about Weave)](https://workweave.dev/blog/most-frequently-asked-questions-by-engineering-managers-(about-weave)) - [Mycroft](https://workweave.dev/blog/mycroft) - [See Real ROI with Weave Engineering Analytics for Dev Teams](https://workweave.dev/blog/see-real-roi-with-weave-engineering-analytics-for-dev-teams) - [Should I Hire Junior or Senior Engineers in 2025](https://workweave.dev/blog/should-i-hire-junior-or-senior-engineers-in-2025) - [Simple Steps for Accurate Engineering Team Tracking](https://workweave.dev/blog/simple-steps-for-accurate-engineering-team-tracking) - [Telnyx Article](https://workweave.dev/blog/telnyx-article) - [The End of the Black Box Why Measuring Developer Productivity Is Now a Business Imperative](https://workweave.dev/blog/the-end-of-the-black-box-why-measuring-developer-productivity-is-now-a-business-imperative) - [The Modern Engineering Manager's Toolkit a Guide to Essential Software](https://workweave.dev/blog/the-modern-engineering-manager-s-toolkit-a-guide-to-essential-software) - [The Price of Mandatory Code Reviews](https://workweave.dev/blog/the-price-of-mandatory-code-reviews) - [Top 7 Best Tools for Engineering Managers in 2026 Today](https://workweave.dev/blog/top-7-best-tools-for-engineering-managers-in-2026-today) - [Top Developer Productivity Tools Compare Features ROI](https://workweave.dev/blog/top-developer-productivity-tools-compare-features-roi) - [Top Developer Productivity Tools to Measure Output 2026](https://workweave.dev/blog/top-developer-productivity-tools-to-measure-output-2026) - [Top Engineering Analytics Tools for 2026](https://workweave.dev/blog/top-engineering-analytics-tools-for-2026) - [Top Engineering Efficiency Measurement Tools for 2026 Teams](https://workweave.dev/blog/top-engineering-efficiency-measurement-tools-for-2026-teams) - [Top Engineering Efficiency Tools Every Leader Should Deploy](https://workweave.dev/blog/top-engineering-efficiency-tools-every-leader-should-deploy) - [Top Tools for Engineering Managers AI Tracking with Weave](https://workweave.dev/blog/top-tools-for-engineering-managers-ai-tracking-with-weave) - [Track AI Tool Adoption Metrics Every Manager Needs](https://workweave.dev/blog/track-ai-tool-adoption-metrics-every-manager-needs) - [Unlock AI Powered Metrics with a No Cost Weave Trial](https://workweave.dev/blog/unlock-ai-powered-metrics-with-a-no-cost-weave-trial) - [Unlock the Core 4 Metrics Boost Engineering Speed Today](https://workweave.dev/blog/unlock-the-core-4-metrics-boost-engineering-speed-today) - [Unlocking AI How to Measure Adoption and Impact](https://workweave.dev/blog/unlocking-ai-how-to-measure-adoption-and-impact) - [Weave Boosts Team Performance Tracking 2026](https://workweave.dev/blog/weave-boosts-team-performance-tracking-2026) - [Weave Engineering Analytics vs Cost Value for Teams](https://workweave.dev/blog/weave-engineering-analytics-vs-cost-value-for-teams) - [Weave Pricing Cost of SPACE Metrics Real ROI for Teams](https://workweave.dev/blog/weave-pricing-cost-of-space-metrics-real-roi-for-teams) - [Weave vs LinearB Which AI Platform Gives Faster Insights](https://workweave.dev/blog/weave-vs-linearb-which-ai-platform-gives-faster-insights) - [Weave vs Swarmia Which Platform Delivers Faster Insights](https://workweave.dev/blog/weave-vs-swarmia-which-platform-delivers-faster-insights) - [What AI Insights at Your Fingertips Should Really Mean for Engineering Teams](https://workweave.dev/blog/what-ai-insights-at-your-fingertips-should-really-mean-for-engineering-teams) - [What Are Your Engineers Really Asking AI Introducing Prompt Analytics](https://workweave.dev/blog/what-are-your-engineers-really-asking-ai-introducing-prompt-analytics) - [What Is Engineering Efficiency and How to Measure It](https://workweave.dev/blog/what-is-engineering-efficiency-and-how-to-measure-it) - [What to Add to Your DORA Dashboard in 2025](https://workweave.dev/blog/what-to-add-to-your-dora-dashboard-in-2025) - [What to Put in My Teams Cursor Rules File](https://workweave.dev/blog/what-to-put-in-my-teams-cursor-rules-file) - [Why Lines of Code Are a Bad Measure of Developer Productivity](https://workweave.dev/blog/why-lines-of-code-are-a-bad-measure-of-developer-productivity) - [Why Teams Prefer AI Powered Software Metrics Platforms](https://workweave.dev/blog/why-teams-prefer-ai%E2%80%91powered-software-metrics-platforms) - [Why Tracking AI Usage Boosts Developer Performance](https://workweave.dev/blog/why-tracking-ai-usage-boosts-developer-performance) - [Why Traditional Metrics Fail How New Tools Fix Them](https://workweave.dev/blog/why-traditional-metrics-fail-how-new-tools-fix-them) - [Why We Use Multiple AI Code Review Tools](https://workweave.dev/blog/why-we-use-multiple-ai-code-review-tools) - [Why Your Team Needs an AI Engineering Analytics Platform Now](https://workweave.dev/blog/why-your-team-needs-an-ai-engineering-analytics-platform-now)