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# Resources &
news

Popular and trending

Solutions

12

min

1/7/26

## How to measure Claude Code ROI: Developer productivity insights with Faros

Solutions

15

min

1/5/26

## Lines of code is a misleading metric for AI impact: What to measure instead

Customers

9

min

4/22/26

## A Fortune 100 bank uses Faros to measure AI impact and drive a 20% throughput increase

Research

7

min

4/12/26

## Ten takeaways from the AI Engineering Report 2026: The Acceleration Whiplash

Customers

10

min

4/3/26

## An industrial technology leader lays the foundation for AI transformation with Faros

Customers

10

min

4/3/26

## A leader in independent identity verification measures AI impact with Faros

Research

6

min

3/3/26

## Monorepo vs Polyrepo: What the PR benchmark data actually shows

Guides

10

min

1/29/26

## Best AI models for coding in 2026 (real-world reviews)

Solutions

12

min

1/7/26

## How to measure Claude Code ROI: Developer productivity insights with Faros

Solutions

15

min

1/5/26

## Lines of code is a misleading metric for AI impact: What to measure instead

Customers

9

min

4/22/26

## A Fortune 100 bank uses Faros to measure AI impact and drive a 20% throughput increase

Research

7

min

4/12/26

## Ten takeaways from the AI Engineering Report 2026: The Acceleration Whiplash

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Blog

8

min

4/23/26

### Tokenmaxxing: Why AI token consumption isn't engineering productivity

Tokenmaxxing—treating AI token consumption as a productivity metric—is repeating the lines-of-code mistake. Data from 22,000 developers points to a better way to measure AI engineering impact.

AI

Coding

Leaders

Managers

Metrics

8

MIN READ

[Tokenmaxxing: Why AI token consumption isn't engineering productivity](https://www.faros.ai/blog/tokenmaxxing) [Tokenmaxxing: Why AI token consumption isn't engineering productivity](https://www.faros.ai/blog#)

Customers

9

min

### A Fortune 100 bank uses Faros to measure AI impact and drive a 20% throughput increase

Learn how a top U.S. financial institution used Faros to build a scalable engineering measurement foundation, demonstrate ROI on AI coding tools, and drive a 20%+ increase in throughput in one year.

AI

Developer Experience

DORA Metrics

Leaders

Metrics

9

MIN READ

[A Fortune 100 bank uses Faros to measure AI impact and drive a 20% throughput increase](https://www.faros.ai/blog/customer-stories-f100-financial-services) [A Fortune 100 bank uses Faros to measure AI impact and drive a 20% throughput increase](https://www.faros.ai/blog#)

Blog

12

min

4/20/26

### AI engineering in 2026 demands more than better tools

At enterprise scale, AI engineering necessitates a connected system spanning strategy, tooling, cost management, adoption, measurement, governance, and the context layer that makes AI output production-ready.

AI

Coding

Context

Leaders

Productivity

12

MIN READ

[AI engineering in 2026 demands more than better tools](https://www.faros.ai/blog/ai-engineering) [AI engineering in 2026 demands more than better tools](https://www.faros.ai/blog#)

Research

7

min

4/12/26

### Ten takeaways from the AI Engineering Report 2026: The Acceleration Whiplash

What two years of telemetry data from 22,000 developers reveals about AI's real impact on developer productivity, code quality, and business risk in 2026.

AI

Coding

Popular

Productivity

Metrics

7

MIN READ

[Ten takeaways from the AI Engineering Report 2026: The Acceleration Whiplash](https://www.faros.ai/blog/ai-acceleration-whiplash-takeaways) [Ten takeaways from the AI Engineering Report 2026: The Acceleration Whiplash](https://www.faros.ai/blog#)

Blog

8

min

4/11/26

### A software engineering metrics glossary for business and technical leaders

A practical software engineering glossary for the AI era: pull requests, PR size, merge rate, code churn, incident rate, and the DORA metrics engineering teams use to measure AI's impact on productivity and quality.

Metrics

Productivity

AI

DORA Metrics

8

MIN READ

[A software engineering metrics glossary for business and technical leaders](https://www.faros.ai/blog/software-engineering-glossary) [A software engineering metrics glossary for business and technical leaders](https://www.faros.ai/blog#)

Customers

10

min

### An industrial technology leader lays the foundation for AI transformation with Faros

Learn how a global industrial technology leader used Faros to unify 40,000 engineers and build the measurement foundation for AI transformation.

AI

Leaders

Platform Engineering

Productivity

Popular

10

MIN READ

[An industrial technology leader lays the foundation for AI transformation with Faros](https://www.faros.ai/blog/customer-stories-industrial-technology) [An industrial technology leader lays the foundation for AI transformation with Faros](https://www.faros.ai/blog#)

Customers

10

min

### A leader in independent identity verification measures AI impact with Faros

Learn how a leading identity security provider uses Faros to power an AI-driven engineering organization and achieve a 35% increase in velocity.

AI

Leaders

Managers

Productivity

Popular

10

MIN READ

[A leader in independent identity verification measures AI impact with Faros](https://www.faros.ai/blog/customer-stories-identity-security) [A leader in independent identity verification measures AI impact with Faros](https://www.faros.ai/blog#)

Research

6

min

3/3/26

### Monorepo vs Polyrepo: What the PR benchmark data actually shows

Benchmark data from 320 teams comparing monorepo and polyrepo PR cycle times. What “good” looks like and why developer infrastructure matters, especially for AI agents.

Platform Engineering

Metrics

Productivity

Managers

Developers

6

MIN READ

[Monorepo vs Polyrepo: What the PR benchmark data actually shows](https://www.faros.ai/blog/monorepo-vs-polyrepo-benchmark-data) [Monorepo vs Polyrepo: What the PR benchmark data actually shows](https://www.faros.ai/blog#)

Blog

8

min

2/25/26

### Best Jellyfish Alternative for Enterprise Engineering Teams

Jellyfish falling short at scale? See why VPs of Engineering and CTOs at large enterprises choose Faros for deeper insights, flexible org models, and AI impact tracking.

Productivity

Developer Experience

8

MIN READ

[Best Jellyfish Alternative for Enterprise Engineering Teams](https://www.faros.ai/blog/jellyfish-alternative) [Best Jellyfish Alternative for Enterprise Engineering Teams](https://www.faros.ai/blog#)

Guides

12

min

2/3/26

### Best DORA Metrics Tools for Tracking Software Delivery Performance in 2026

If you’re searching for DORA metrics tools, start here. This 2026 guide explains what’s new in DORA, why engineering intelligence platforms are the best tools for tracking DORA metrics and developer productivity insights, and why Faros AI is the top choice for enterprise teams amongst competitors.

Productivity

12

MIN READ

[Best DORA Metrics Tools for Tracking Software Delivery Performance in 2026](https://www.faros.ai/blog/best-dora-metrics-tools-2026) [Best DORA Metrics Tools for Tracking Software Delivery Performance in 2026](https://www.faros.ai/blog#)

Guides

10

min

1/29/26

### Best AI models for coding in 2026 (real-world reviews)

A developer-focused look at the best AI models for coding at the beginning of 2026. This AI coding model comparison breaks down the strengths and weaknesses of GPT 5.2, Opus 4.5, Gemini 3 Pro—and more.

AI

Popular

Coding

10

MIN READ

[Best AI models for coding in 2026 (real-world reviews)](https://www.faros.ai/blog/best-ai-model-for-coding-2026) [Best AI models for coding in 2026 (real-world reviews)](https://www.faros.ai/blog#)

Solutions

12

min

1/7/26

### How to measure Claude Code ROI: Developer productivity insights with Faros

Track Claude Code usage, adoption, and engineering impact using Faros AI’s observability platform.

AI

Popular

Productivity

12

MIN READ

[How to measure Claude Code ROI: Developer productivity insights with Faros](https://www.faros.ai/blog/how-to-measure-claude-code-roi-developer-productivity-insights-with-faros-ai) [How to measure Claude Code ROI: Developer productivity insights with Faros](https://www.faros.ai/blog#)

Solutions

15

min

1/5/26

### Lines of code is a misleading metric for AI impact: What to measure instead

There's a better way to measure AI productivity than counting lines of code. Focus on outcome metrics that prove business value: cycle times, quality, and delivery velocity. Learn why lines of code fails as an AI productivity metric, what outcome-based alternatives actually work, and when tracking AI code volume matters for governance and risk management.

AI

Metrics

Productivity

Popular

Coding

15

MIN READ

[Lines of code is a misleading metric for AI impact: What to measure instead](https://www.faros.ai/blog/lines-of-code-metric-ai-vanity-outcome) [Lines of code is a misleading metric for AI impact: What to measure instead](https://www.faros.ai/blog#)

Guides

7

min

1/2/26

### Best Engineering Intelligence Platform for DORA Metrics: 2026 Selection Guide

Evaluating DORA metrics platforms? Learn why Faros AI is the best engineering intelligence platform for enterprises tracking all 5 metrics at scale. Includes 2025 DORA benchmark distributions, selection criteria comparison table, and what changed with rework rate and failed deployment recovery time.

Popular

Productivity

DORA Metrics

Platform Engineering

7

MIN READ

[Best Engineering Intelligence Platform for DORA Metrics: 2026 Selection Guide](https://www.faros.ai/blog/best-dora-metrics-platform-enterprise) [Best Engineering Intelligence Platform for DORA Metrics: 2026 Selection Guide](https://www.faros.ai/blog#)

Guides

15

min

1/2/26

### Best AI Coding Agents for Developers in 2026 (Real-World Reviews)

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.

AI

Coding

Popular

Developers

15

MIN READ

[Best AI Coding Agents for Developers in 2026 (Real-World Reviews)](https://www.faros.ai/blog/best-ai-coding-agents-2026) [Best AI Coding Agents for Developers in 2026 (Real-World Reviews)](https://www.faros.ai/blog#)

Blog

12

min

12/10/25

### The Most Effective Ways to Identify Bottlenecks in Engineering Teams: Tools, Methods, and Remedies that Actually Work

Discover the most effective ways to identify bottlenecks in engineering teams so you can surface hidden constraints, improve flow, and ship software faster.

Developer Experience

Productivity

Managers

12

MIN READ

[The Most Effective Ways to Identify Bottlenecks in Engineering Teams: Tools, Methods, and Remedies that Actually Work](https://www.faros.ai/blog/most-effective-ways-to-identify-engineering-bottlenecks) [The Most Effective Ways to Identify Bottlenecks in Engineering Teams: Tools, Methods, and Remedies that Actually Work](https://www.faros.ai/blog#)

News

5

min

12/9/25

### Faros AI is Now Available on Google Cloud Marketplace

Faros AI is now available on Google Cloud Marketplace, making it faster than ever for enterprises to unify engineering data, uncover friction, and act on insights—while using the same trusted Google Cloud billing, governance, and infrastructure.

Faros Announcements

5

MIN READ

[Faros AI is Now Available on Google Cloud Marketplace](https://www.faros.ai/blog/faros-ai-is-now-available-on-google-cloud-marketplace) [Faros AI is Now Available on Google Cloud Marketplace](https://www.faros.ai/blog#)

Solutions

14

min

12/9/25

### Highlighting Engineering Bottlenecks Efficiently Using Faros AI

Struggling with engineering bottlenecks? Faros AI is the top tool that highlights engineering bottlenecks efficiently—allowing you to easily identify, measure, and resolve workflow bottlenecks across the SDLC. Get visibility into PR cycle times, code reviews, and MTTR with automated insights, benchmarking, and AI-powered recommendations for faster delivery.

Productivity

Developer Experience

Leaders

Managers

Platform Engineering

14

MIN READ

[Highlighting Engineering Bottlenecks Efficiently Using Faros AI](https://www.faros.ai/blog/highlighting-engineering-bottlenecks-efficiently-faros-ai) [Highlighting Engineering Bottlenecks Efficiently Using Faros AI](https://www.faros.ai/blog#)

Guides

10

min

12/4/25

### Claude Code token limits: Guide for engineering leaders

You can now measure Claude Code token usage, costs by model, and output metrics like commits and PRs. Learn how engineering leaders connect these inputs to leading and lagging indicators like PR review time, lead time, and CFR to evaluate the true ROI of AI coding tool and model choices.

AI

Leaders

Popular

Productivity

10

MIN READ

[Claude Code token limits: Guide for engineering leaders](https://www.faros.ai/blog/claude-code-token-limits) [Claude Code token limits: Guide for engineering leaders](https://www.faros.ai/blog#)

Guides

15

min

12/1/25

### Context engineering for developers: The complete guide

Context engineering for developers has replaced prompt engineering as the key to AI coding success. Learn the five core strategies—selection, compression, ordering, isolation, and format optimization—plus how to implement context engineering for AI agents in enterprise codebases today.

AI

Developers

Context

Popular

15

MIN READ

[Context engineering for developers: The complete guide](https://www.faros.ai/blog/context-engineering-for-developers) [Context engineering for developers: The complete guide](https://www.faros.ai/blog#)

Guides

10

min

11/26/25

### DRY principle in programming: Preventing duplication in AI-generated code

Understand the DRY principle in programming, why it matters for safe, reliable AI-assisted development, and how to prevent AI agents from generating duplicate or inconsistent code.

AI

Coding

Developers

10

MIN READ

[DRY principle in programming: Preventing duplication in AI-generated code](https://www.faros.ai/blog/ai-generated-code-and-the-dry-principle) [DRY principle in programming: Preventing duplication in AI-generated code](https://www.faros.ai/blog#)

Blog

9

min

11/25/25

### Are AI coding assistants really saving time, money and effort?

Research from DORA, METR, Bain, GitHub and Faros AI shows AI coding assistant results vary wildly, from 26% faster to 19% slower. We break down what the industry data actually says about saving time, money, and effort, and why some organizations see ROI while others do not.

Productivity

AI

Leaders

9

MIN READ

[Are AI coding assistants really saving time, money and effort?](https://www.faros.ai/blog/are-ai-coding-assistants-really-saving) [Are AI coding assistants really saving time, money and effort?](https://www.faros.ai/blog#)

Blog

10

min

11/20/25

### The complete checklist for how to create a Jira ticket

AI is raising the bar for clarity in engineering workflows. Discover how to create a Jira ticket that’s complete, context-rich, and actionable for both your teammates and the autonomous agents supporting them.

Productivity

Context

Developers

10

MIN READ

[The complete checklist for how to create a Jira ticket](https://www.faros.ai/blog/how-to-create-a-jira-ticket) [The complete checklist for how to create a Jira ticket](https://www.faros.ai/blog#)

Blog

12

min

11/17/25

### What Is a Jira ticket? Everything you need to know

Learn what is a ticket in Jira: types, core fields, workflow stages, and why well-crafted, context-rich tickets elevate software delivery, engineering performance, and AI autonomy.

Productivity

Context

Developers

12

MIN READ

[What Is a Jira ticket? Everything you need to know](https://www.faros.ai/blog/what-is-a-jira-ticket) [What Is a Jira ticket? Everything you need to know](https://www.faros.ai/blog#)

News

8

min

11/12/25

### Faros AI Recognized as the Winner of the 2025 Microsoft Partner of the Year Award

Recognized as a 2025 Microsoft Partner of the Year winner, Faros AI helps organizations bridge the AI measurement gap to unlock faster, data-driven AI transformation.

AI

Faros Announcements

Productivity

8

MIN READ

[Faros AI Recognized as the Winner of the 2025 Microsoft Partner of the Year Award](https://www.faros.ai/blog/microsoft-partner-of-the-year-award-winner-2025) [Faros AI Recognized as the Winner of the 2025 Microsoft Partner of the Year Award](https://www.faros.ai/blog#)

News

8

min

10/31/25

### Faros AI Iwatani Release: Metrics to Measure Productivity Gains from AI Coding Tools

Get comprehensive metrics to measure productivity gains from AI coding tools. The Faros AI Iwatani Release helps engineering leaders determine which AI coding assistant offers the highest ROI through usage analytics, cost tracking, and productivity measurement frameworks.

AI

Productivity

Faros Announcements

8

MIN READ

[Faros AI Iwatani Release: Metrics to Measure Productivity Gains from AI Coding Tools](https://www.faros.ai/blog/releases-iwatani) [Faros AI Iwatani Release: Metrics to Measure Productivity Gains from AI Coding Tools](https://www.faros.ai/blog#)

Guides

12

min

10/25/25

### What is Software Engineering Intelligence and Why Does it Matter in 2026?

A practical guide to software engineering intelligence: what it is, who uses it, key metrics, evaluation criteria, platform deployment pitfalls, and more.

Developer Experience

Productivity

Leaders

Platform Engineering

12

MIN READ

[What is Software Engineering Intelligence and Why Does it Matter in 2026?](https://www.faros.ai/blog/what-is-software-engineering-intelligence) [What is Software Engineering Intelligence and Why Does it Matter in 2026?](https://www.faros.ai/blog#)

Blog

15

min

10/16/25

### Top 6 GetDX Alternatives: Finding the Right Engineering Intelligence Platform for Your Team

Picking an engineering intelligence platform is context-specific. While Faros AI is the best GetDX alternative for enterprises, other tools may be more suitable for SMBs. Use this guide to evaluate GetDX alternatives.

Developer Experience

Productivity

Platform Engineering

15

MIN READ

[Top 6 GetDX Alternatives: Finding the Right Engineering Intelligence Platform for Your Team](https://www.faros.ai/blog/getdx-alternatives) [Top 6 GetDX Alternatives: Finding the Right Engineering Intelligence Platform for Your Team](https://www.faros.ai/blog#)

News

3

min

10/8/25

### Faros AI Maintains SOC 2, ISO 27001, and GDPR Certifications

Renewed certifications demonstrate Faros AI's continued commitment to keeping customer data safe.

Faros Announcements

3

MIN READ

[Faros AI Maintains SOC 2, ISO 27001, and GDPR Certifications](https://www.faros.ai/blog/faros-ai-maintains-soc-2-iso-27001-and-gdpr-certifications) [Faros AI Maintains SOC 2, ISO 27001, and GDPR Certifications](https://www.faros.ai/blog#)

Blog

9

min

10/3/25

### Bain Technology Report 2025: Why AI Gains Are Stalling

The Bain Technology Report 2025 reveals why AI coding tools deliver only 10-15% productivity gains. Learn why companies aren't seeing ROI and how to fix it with lifecycle-wide transformation.

AI

Productivity

Popular

9

MIN READ

[Bain Technology Report 2025: Why AI Gains Are Stalling](https://www.faros.ai/blog/bain-technology-report-2025-why-ai-gains-are-stalling) [Bain Technology Report 2025: Why AI Gains Are Stalling](https://www.faros.ai/blog#)

Blog

8

min

10/1/25

### A 5th DORA Metric? Rework Rate is Here (And You Can Track It Now)

Discover the 5th DORA metric: Rework rate. Learn what it is, why it matters in the AI era, and how to start tracking it today. Get industry benchmarks, see what good looks like, and find practical tips to reduce wasted engineering effort and boost performance.

Productivity

DORA Metrics

Popular

8

MIN READ

[A 5th DORA Metric? Rework Rate is Here (And You Can Track It Now)](https://www.faros.ai/blog/5th-dora-metric-rework-rate-track-it-now) [A 5th DORA Metric? Rework Rate is Here (And You Can Track It Now)](https://www.faros.ai/blog#)

Blog

13

min

9/25/25

### Key Takeaways from the DORA Report 2025: How AI is Reshaping Software Development Metrics and Team Performance

New DORA data shows AI amplifies team dysfunction as often as capability. Key action: measure productivity by actual collaboration units, not tool groupings. Seven team types need different AI strategies. Learn diagnostic framework to prevent wasted AI investments across organizations.

AI

Developer Experience

Productivity

Popular

DORA Metrics

13

MIN READ

[Key Takeaways from the DORA Report 2025: How AI is Reshaping Software Development Metrics and Team Performance](https://www.faros.ai/blog/key-takeaways-from-the-dora-report-2025) [Key Takeaways from the DORA Report 2025: How AI is Reshaping Software Development Metrics and Team Performance](https://www.faros.ai/blog#)

Blog

7

min

9/23/25

### GitHub Copilot vs Amazon Q: Real Enterprise Bakeoff Results

GitHub Copilot vs Amazon Q enterprise showdown: Copilot delivered 2x adoption, 10h/week savings vs 7h/week, and 12% higher satisfaction. The only head-to-head comparison with real enterprise data.

Productivity

AI

Popular

7

MIN READ

[GitHub Copilot vs Amazon Q: Real Enterprise Bakeoff Results](https://www.faros.ai/blog/github-copilot-vs-amazon-q-enterprise-bakeoff) [GitHub Copilot vs Amazon Q: Real Enterprise Bakeoff Results](https://www.faros.ai/blog#)

Blog

5

min

9/19/25

### What Atlassian's $1B DX Acquisition Really Means for Your Developer Productivity Strategy

Atlassian's $1B DX acquisition validates developer productivity measurement but creates vendor lock-in risks. Why enterprises need independent platforms.

Developer Experience

Productivity

Popular

5

MIN READ

[What Atlassian's $1B DX Acquisition Really Means for Your Developer Productivity Strategy](https://www.faros.ai/blog/atlassian-dx-acquisition-developer-productivity-strategy) [What Atlassian's $1B DX Acquisition Really Means for Your Developer Productivity Strategy](https://www.faros.ai/blog#)

Guides

12

min

9/17/25

### Enterprise AI Coding Assistant Adoption: Scaling to Thousands

Complete enterprise playbook for scaling AI coding assistants to thousands of engineers. Based on real telemetry from 10,000+ developers. 15,324% ROI.

AI

Leaders

Popular

Productivity

Platform Engineering

12

MIN READ

[Enterprise AI Coding Assistant Adoption: Scaling to Thousands](https://www.faros.ai/blog/enterprise-ai-coding-assistant-adoption-scaling-guide) [Enterprise AI Coding Assistant Adoption: Scaling to Thousands](https://www.faros.ai/blog#)

Guides

12

min

9/11/25

### Engineering Leadership Framework: Vision, Strategy & Execution Guide

Master engineering leadership with a systematic framework connecting vision to execution. Includes resource allocation models, OKR implementation & success metrics.

Leaders

Productivity

12

MIN READ

[Engineering Leadership Framework: Vision, Strategy & Execution Guide](https://www.faros.ai/blog/engineering-leadership-framework-vision-strategy-execution-guide) [Engineering Leadership Framework: Vision, Strategy & Execution Guide](https://www.faros.ai/blog#)

Blog

8

min

9/10/25

### MTTR Meaning: Beyond Misleading Averages

Learn the true MTTR meaning and why average metrics mislead engineering teams. Transform MTTR from vanity metric to strategic reliability asset with segmentation and percentiles.

Productivity

DORA Metrics

8

MIN READ

[MTTR Meaning: Beyond Misleading Averages](https://www.faros.ai/blog/mttr-meaning-and-metrics) [MTTR Meaning: Beyond Misleading Averages](https://www.faros.ai/blog#)

Blog

12

min

9/8/25

### Winning Over AI's Biggest Holdouts: How Engineering Leaders Can Increase AI Adoption in Senior Software Engineers

Explore the barriers to AI adoption in senior software engineers and how leaders can transform their AI skepticism into AI advocacy.

Productivity

AI

Leaders

12

MIN READ

[Winning Over AI's Biggest Holdouts: How Engineering Leaders Can Increase AI Adoption in Senior Software Engineers](https://www.faros.ai/blog/ai-adoption-in-senior-software-engineers) [Winning Over AI's Biggest Holdouts: How Engineering Leaders Can Increase AI Adoption in Senior Software Engineers](https://www.faros.ai/blog#)

Guides

10

min

9/2/25

### What is Data-Driven Engineering? The Complete Guide

Discover what data-driven engineering is, why it matters, and the five operational pillars that help teams make smarter, faster, and impact-driven decisions.

Leaders

Productivity

10

MIN READ

[What is Data-Driven Engineering? The Complete Guide](https://www.faros.ai/blog/data-driven-engineering-complete-guide) [What is Data-Driven Engineering? The Complete Guide](https://www.faros.ai/blog#)

Blog

6

min

8/26/25

### Engineering Team Metrics: How Software Engineering Culture Shapes Performance

Discover which engineering team metrics to track based on your software engineering culture. Learn how cultural values determine the right measurements for your team's success.

Productivity

Metrics

6

MIN READ

[Engineering Team Metrics: How Software Engineering Culture Shapes Performance](https://www.faros.ai/blog/engineering-team-metrics-and-software-engineering-culture) [Engineering Team Metrics: How Software Engineering Culture Shapes Performance](https://www.faros.ai/blog#)

Blog

10

min

8/26/25

### Choosing the Best Engineering Productivity Metrics for Modern Operating Models

Engineering productivity metrics vary by operating model. Compare metrics for remote, hybrid, outsourced, and distributed software engineering teams.

Productivity

Metrics

10

MIN READ

[Choosing the Best Engineering Productivity Metrics for Modern Operating Models](https://www.faros.ai/blog/best-engineering-productivity-metrics-for-modern-operating-models) [Choosing the Best Engineering Productivity Metrics for Modern Operating Models](https://www.faros.ai/blog#)

Blog

10

min

8/25/25

### How to Choose the Right Software Engineering Metrics for Every Company Stage

Discover the best software engineering metrics for startups, scale-ups, and enterprises. Learn how to choose metrics in software engineering by company stage.

Productivity

Metrics

10

MIN READ

[How to Choose the Right Software Engineering Metrics for Every Company Stage](https://www.faros.ai/blog/best-software-engineering-metrics-for-every-company-stage) [How to Choose the Right Software Engineering Metrics for Every Company Stage](https://www.faros.ai/blog#)

Blog

7

min

8/6/25

### Translating AI-powered Developer Velocity into Business Outcomes that Matter

Discover the three systemic barriers that undermine AI coding assistant impact and learn how top-performing enterprises are overcoming them.

Productivity

AI

Leaders

7

MIN READ

[Translating AI-powered Developer Velocity into Business Outcomes that Matter](https://www.faros.ai/blog/translating-ai-powered-developer-velocity-into-business-outcomes) [Translating AI-powered Developer Velocity into Business Outcomes that Matter](https://www.faros.ai/blog#)

News

4

min

7/31/25

### Faros AI Hubble Release: Measure, Unblock, and Accelerate AI Engineering Impact

Explore the Faros AI Hubble release, featuring GAINS™, documentation insights, and a 100x faster event processing engine, built to turn AI engineering potential into measurable outcomes.

AI

Faros Announcements

Productivity

4

MIN READ

[Faros AI Hubble Release: Measure, Unblock, and Accelerate AI Engineering Impact](https://www.faros.ai/blog/releases-hubble) [Faros AI Hubble Release: Measure, Unblock, and Accelerate AI Engineering Impact](https://www.faros.ai/blog#)

Research

5

min

7/28/25

### Lab vs. Reality: What METR's Study Can’t Tell You About AI Productivity in the Wild

METR's study found AI tooling slowed developers down. We found something more consequential: Developers are completing a lot more tasks with AI, but organizations aren't delivering any faster.

AI

Productivity

Popular

5

MIN READ

[Lab vs. Reality: What METR's Study Can’t Tell You About AI Productivity in the Wild](https://www.faros.ai/blog/lab-vs-reality-ai-productivity-study-findings) [Lab vs. Reality: What METR's Study Can’t Tell You About AI Productivity in the Wild](https://www.faros.ai/blog#)

Research

7

min

7/23/25

### The AI Productivity Paradox Report 2025

Key findings from the AI Productivity Paradox Report 2025. Research reveals AI coding assistants increase developer output, but not company productivity. Uncover strategies and enablers for a measurable return on investment.

AI

Productivity

Popular

7

MIN READ

[The AI Productivity Paradox Report 2025](https://www.faros.ai/blog/ai-software-engineering) [The AI Productivity Paradox Report 2025](https://www.faros.ai/blog#)

Blog

5

min

7/16/25

### How GitHub Copilot Fixes Flaky Tests in CI

A step-by-step example of GitHub Copilot fixing a flaky test: analyze logs, propose a PR, validate the solution.

Productivity

AI

Developers

Coding

5

MIN READ

[How GitHub Copilot Fixes Flaky Tests in CI](https://www.faros.ai/blog/github-copilot-fixes-flaky-test) [How GitHub Copilot Fixes Flaky Tests in CI](https://www.faros.ai/blog#)

Blog

7

min

7/3/25

### How Devin AI Manages Unplanned Customer Requests

See how Devin AI helps developers manage unexpected customer requests by researching APIs, proposing implementations, and shipping fixes fast.

Productivity

AI

Developers

Coding

7

MIN READ

[How Devin AI Manages Unplanned Customer Requests](https://www.faros.ai/blog/how-to-use-devin-ai-for-rapid-feature-requests) [How Devin AI Manages Unplanned Customer Requests](https://www.faros.ai/blog#)

Solutions

5

min

7/2/25

### Secure Kubernetes Deployments: Architecture and Setup

Learn how to achieve secure Kubernetes deployments using a lightweight deployment agent inside your private network. Discover secrets management, Helm templating, and CI/CD integration for enterprise-grade security.

Platform Engineering

Developers

5

MIN READ

[Secure Kubernetes Deployments: Architecture and Setup](https://www.faros.ai/blog/secure-kubernetes-deployments) [Secure Kubernetes Deployments: Architecture and Setup](https://www.faros.ai/blog#)

Blog

3

min

6/23/25

### How to Measure AI Productivity in Software Engineering

Most AI tools don’t improve delivery. The GAINS framework helps engineering leaders measure real productivity impact across 10 transformation dimensions—from throughput to organizational efficiency.

Productivity

AI

3

MIN READ

[How to Measure AI Productivity in Software Engineering](https://www.faros.ai/blog/ai-productivity-metrics) [How to Measure AI Productivity in Software Engineering](https://www.faros.ai/blog#)

Blog

6

min

6/16/25

### Tackling Tech Debt with AI: A Case Study Using Claude Code

See how AI agents like Claude Code can tackle tedious tech debt, from cleaning test utilities to reducing Docker image size by 50%.

Productivity

AI

Developers

Coding

6

MIN READ

[Tackling Tech Debt with AI: A Case Study Using Claude Code](https://www.faros.ai/blog/claude-code-for-tech-debt) [Tackling Tech Debt with AI: A Case Study Using Claude Code](https://www.faros.ai/blog#)

Blog

3

min

6/6/25

### How to Use Devin AI for Troubleshooting Developer Issues

Learn how to use Devin AI for troubleshooting complex developer issues. See how AI-powered debugging generates solutions and resolves problems instantly.

Productivity

AI

Developers

Coding

3

MIN READ

[How to Use Devin AI for Troubleshooting Developer Issues](https://www.faros.ai/blog/how-to-use-devin-ai-troubleshooting) [How to Use Devin AI for Troubleshooting Developer Issues](https://www.faros.ai/blog#)

Blog

3

min

6/6/25

### Claude Code vs Devin: AI Coding Tools Comparison for Developers

Compare Claude Code vs Devin for daily development work. Learn strengths, weaknesses, and best practices from real developer experience using both AI coding tools.

AI

Developers

Coding

3

MIN READ

[Claude Code vs Devin: AI Coding Tools Comparison for Developers](https://www.faros.ai/blog/claude-code-vs-devin-comparison) [Claude Code vs Devin: AI Coding Tools Comparison for Developers](https://www.faros.ai/blog#)

Solutions

5

min

6/3/25

### From IDE to Impact: Next-Level AI Measurement and Governance

Understand AI's real role in code generation. Faros AI provides Big Tech–level instrumentation without Big Tech–level investment.

AI

Coding

5

MIN READ

[From IDE to Impact: Next-Level AI Measurement and Governance](https://www.faros.ai/blog/ai-measurement-and-governance) [From IDE to Impact: Next-Level AI Measurement and Governance](https://www.faros.ai/blog#)

Solutions

8

min

5/23/25

### How I Manage Security Vulnerabilities Faster with Faros AI

Streamlined security vulnerability management with faster patch cycles and fewer overdue issues—without added operational overhead.

Productivity

Platform Engineering

Developers

8

MIN READ

[How I Manage Security Vulnerabilities Faster with Faros AI](https://www.faros.ai/blog/managing-security-vulnerabilities) [How I Manage Security Vulnerabilities Faster with Faros AI](https://www.faros.ai/blog#)

Solutions

4

min

5/20/25

### Faros AI Powers the Future of AI-Driven Engineering Excellence with Microsoft Azure

Supercharging the AI transformation with data-driven insights and orchestration built for the enterprise SDLC. Fully integrated with Microsoft and GitHub products, available on the Marketplace with MACC.

AI

Productivity

Developer Experience

Platform Engineering

4

MIN READ

[Faros AI Powers the Future of AI-Driven Engineering Excellence with Microsoft Azure](https://www.faros.ai/blog/faros-ai-powers-ai-driven-engineering-with-microsoft-azure) [Faros AI Powers the Future of AI-Driven Engineering Excellence with Microsoft Azure](https://www.faros.ai/blog#)

Solutions

10

min

5/6/25

### Developer Experience Surveys Alone Aren’t Enough: The Case for Triangulating Developer Experience Data

Uncover the limits of DevEx surveys and learn how to ensure insights are valid, actionable, and grounded in operational reality.

Developer Experience

Platform Engineering

10

MIN READ

[Developer Experience Surveys Alone Aren’t Enough: The Case for Triangulating Developer Experience Data](https://www.faros.ai/blog/why-devex-surveys-alone-arent-enough) [Developer Experience Surveys Alone Aren’t Enough: The Case for Triangulating Developer Experience Data](https://www.faros.ai/blog#)

News

9

min

4/30/25

### Faros AI Gödel Release: Insights that Empower Engineering Managers

The Faros AI Gödel Release represents a breakthrough in how engineering leaders understand, guide, and empower their teams.

Faros Announcements

Managers

9

MIN READ

[Faros AI Gödel Release: Insights that Empower Engineering Managers](https://www.faros.ai/blog/releases-godel) [Faros AI Gödel Release: Insights that Empower Engineering Managers](https://www.faros.ai/blog#)

Research

15

min

4/2/25

### What Really Drives Developer Productivity? Insights from New Research

Dive into leading developer productivity research to uncover the multidimensional drivers shaping engineering efficiency.

Developer Experience

Productivity

Popular

15

MIN READ

[What Really Drives Developer Productivity? Insights from New Research](https://www.faros.ai/blog/insights-from-new-research-on-developer-productivity) [What Really Drives Developer Productivity? Insights from New Research](https://www.faros.ai/blog#)

Research

20

min

3/13/25

### Does Copilot Improve Code Quality? The Cause and Effect Data Is In

Does GitHub Copilot improve code quality? Our causal analysis reveals its true impact on PR size, code coverage, and code smells.

AI

Productivity

Platform Engineering

Leaders

Coding

20

MIN READ

[Does Copilot Improve Code Quality? The Cause and Effect Data Is In](https://www.faros.ai/blog/copilot-code-quality-cause-and-effect) [Does Copilot Improve Code Quality? The Cause and Effect Data Is In](https://www.faros.ai/blog#)

Guides

20

min

2/25/25

### The Engineering Productivity Handbook: How to tailor your initiative to your goals, operating model and culture

What to measure and why it matters. How to collect and normalize productivity data. And the key to operationalizing metrics that drive impact.

Leaders

Popular

Productivity

Platform Engineering

Managers

20

MIN READ

[The Engineering Productivity Handbook: How to tailor your initiative to your goals, operating model and culture](https://www.faros.ai/blog/engineering-productivity-handbook) [The Engineering Productivity Handbook: How to tailor your initiative to your goals, operating model and culture](https://www.faros.ai/engineering-productivity/handbook)

News

2

min

2/19/25

### Faros AI Partners with Microsoft to Unleash AI-Powered Engineering Efficiency on Microsoft Azure

Now available in Azure Marketplace for procurement with Microsoft Azure Consumption Commitment (MACC), Faros AI empowers enterprises to optimize engineering with AI

AI

Faros Announcements

Productivity

2

MIN READ

[Faros AI Partners with Microsoft to Unleash AI-Powered Engineering Efficiency on Microsoft Azure](https://www.faros.ai/blog/faros-ai-partners-with-microsoft-to-unleash-ai-powered-engineering-efficiency-on-microsoft-azure) [Faros AI Partners with Microsoft to Unleash AI-Powered Engineering Efficiency on Microsoft Azure](https://www.faros.ai/blog#)

Blog

9

min

2/6/25

### Working Hard or Hardly Working? Uncovering the Phenomenon of Ghost Engineers

Unearth the truth about ghost engineers and the hidden underperformance lurking within engineering organizations.

Productivity

Leaders

9

MIN READ

[Working Hard or Hardly Working? Uncovering the Phenomenon of Ghost Engineers](https://www.faros.ai/blog/uncovering-the-ghost-engineer-phenomenon) [Working Hard or Hardly Working? Uncovering the Phenomenon of Ghost Engineers](https://www.faros.ai/blog#)

News

4

min

1/31/25

### Faros AI Franklin Release: Superior Data Exploration and Visualization

Faros AI announces enhancements for engineering data exploration and building custom engineering productivity charts and dashboards

AI

Faros Announcements

Productivity

4

MIN READ

[Faros AI Franklin Release: Superior Data Exploration and Visualization](https://www.faros.ai/blog/releases-franklin) [Faros AI Franklin Release: Superior Data Exploration and Visualization](https://www.faros.ai/blog#)

Customers

6

min

### Vimeo relies on Faros for efficient and predictable software delivery

Learn how Vimeo’s engineering organization improved lead times, delivery metrics, and GenAI adoption with centralized visibility and insights into SDLC workflows.

Productivity

Managers

TPMs

DORA Metrics

AI

6

MIN READ

[Vimeo relies on Faros for efficient and predictable software delivery](https://www.faros.ai/blog/customer-stories-vimeo) [Vimeo relies on Faros for efficient and predictable software delivery](https://www.faros.ai/blog#)

News

3

min

12/11/24

### Globant and Faros AI Announce Partnership to Drive Faster and More Efficient Agentic AI-Based Projects

Through its collaboration with Faros AI, Globant will introduce an innovative method for measuring and extracting insights about its team performance and impact on business results, particularly within the software development life cycle.

AI

Faros Announcements

Productivity

3

MIN READ

[Globant and Faros AI Announce Partnership to Drive Faster and More Efficient Agentic AI-Based Projects](https://www.faros.ai/blog/globant-faros-ai-partnership-for-efficient-agentic-projects) [Globant and Faros AI Announce Partnership to Drive Faster and More Efficient Agentic AI-Based Projects](https://www.faros.ai/blog#)

Blog

15

min

11/23/24

### How much code is AI-generated?

AI generates 25% of Google’s new code. Other organizations seek similar insights to mitigate the risks of this new age of AI-driven development.

AI

Coding

Leaders

Popular

Productivity

15

MIN READ

[How much code is AI-generated?](https://www.faros.ai/blog/how-much-code-is-ai-generated) [How much code is AI-generated?](https://www.faros.ai/blog#)

Research

18

min

11/8/24

### Mastering Domain-Specific Language Output: Getting an LLM to Perform Reliably without Fine-tuning

See how real-world user insights drove the latest evolution of Faros AI’s Chat-Based Query Helper—now delivering responses 5x more accurate and impactful than leading models.

AI

Data Engineering

18

MIN READ

[Mastering Domain-Specific Language Output: Getting an LLM to Perform Reliably without Fine-tuning](https://www.faros.ai/blog/mastering-domain-specific-language-output-getting-an-llm-to-perform-reliably-without-fine-tuning) [Mastering Domain-Specific Language Output: Getting an LLM to Perform Reliably without Fine-tuning](https://www.faros.ai/blog#)

Blog

7

min

11/6/24

### All you need to know about the DORA metrics, and how to measure them

All you need to know about the DORA metrics, and how to measure them. \| Faros.ai

DORA Metrics

7

MIN READ

[All you need to know about the DORA metrics, and how to measure them](https://www.faros.ai/blog/all-you-need-to-know-about-the-dora-metrics-and-how-to-measure-them) [All you need to know about the DORA metrics, and how to measure them](https://www.faros.ai/blog#)

Solutions

6

min

11/6/24

### Bridge the Gap Between Engineering and Business with Engineering Data Unification

Bridge the Gap Between Engineering and Business with Engineering Data Unification

Productivity

Leaders

Platform Engineering

6

MIN READ

[Bridge the Gap Between Engineering and Business with Engineering Data Unification](https://www.faros.ai/blog/bridge-the-gap-between-engineering-and-business-with-engineering-data-unification) [Bridge the Gap Between Engineering and Business with Engineering Data Unification](https://www.faros.ai/blog#)

News

10

min

10/31/24

### Faros AI Einstein Release: Super-Intelligence for AI Copilot Adoption

Faros AI announces the most intelligent solution for boosting GitHub Copilot adoption and optimizing the return on investment.

AI

Productivity

Developer Experience

Platform Engineering

10

MIN READ

[Faros AI Einstein Release: Super-Intelligence for AI Copilot Adoption](https://www.faros.ai/blog/faros-ai-einstein-release-super-intelligence-for-ai-copilot-adoption) [Faros AI Einstein Release: Super-Intelligence for AI Copilot Adoption](https://www.faros.ai/blog#)

News

4

min

10/25/24

### Why I Joined Faros AI: A Vision for the Future of AI-Driven Success

Inspired by Faros AI's vision, mission, culture, and technology platform, I am excited to make a meaningful impact and help redefine the future of business.

Faros Team

4

MIN READ

[Why I Joined Faros AI: A Vision for the Future of AI-Driven Success](https://www.faros.ai/blog/why-i-joined-faros-ai-vision-for-future) [Why I Joined Faros AI: A Vision for the Future of AI-Driven Success](https://www.faros.ai/blog#)

Blog

8

min

10/22/24

### How to Capitalize on GitHub Copilot’s Advantages — Best Practices

A guide to converting GitHub Copilot advantages into productivity gains.

Developer Experience

AI

Leaders

Platform Engineering

8

MIN READ

[How to Capitalize on GitHub Copilot’s Advantages — Best Practices](https://www.faros.ai/blog/capitalize-on-github-copilot-s-advantages-best-practices) [How to Capitalize on GitHub Copilot’s Advantages — Best Practices](https://www.faros.ai/blog#)

Blog

4

min

10/22/24

### How to Increase GitHub Copilot Adoption and Usage — Best Practices

Strategies to increase GitHub Copilot adoption to turn usage into impact.

Developer Experience

AI

Leaders

Platform Engineering

4

MIN READ

[How to Increase GitHub Copilot Adoption and Usage — Best Practices](https://www.faros.ai/blog/increase-github-copilot-adoption-and-usage-best-practices) [How to Increase GitHub Copilot Adoption and Usage — Best Practices](https://www.faros.ai/blog#)

Blog

5

min

10/22/24

### GitHub Copilot Best Practices for Optimizing Impact

Maximize your return with a complete guide to GitHub Copilot best practices.

Developer Experience

AI

Leaders

Platform Engineering

5

MIN READ

[GitHub Copilot Best Practices for Optimizing Impact](https://www.faros.ai/blog/github-copilot-best-practices-for-optimizing-impact) [GitHub Copilot Best Practices for Optimizing Impact](https://www.faros.ai/blog#)

Blog

4

min

10/22/24

### How to Measure the Benefits of GitHub Copilot — Best Practices

Advice and benchmarks for converting GitHub Copilot benefits into meaningful ROI.

Developer Experience

AI

Leaders

Platform Engineering

4

MIN READ

[How to Measure the Benefits of GitHub Copilot — Best Practices](https://www.faros.ai/blog/measure-the-benefits-of-github-copilot-best-practices) [How to Measure the Benefits of GitHub Copilot — Best Practices](https://www.faros.ai/blog#)

Guides

15

min

9/24/24

### How to Identify Code Complexity’s Impact on Developer Productivity

Machine learning models signal when it’s time to pay down technical debt.

Productivity

Managers

15

MIN READ

[How to Identify Code Complexity’s Impact on Developer Productivity](https://www.faros.ai/blog/code-complexity-impact-on-developer-productivity) [How to Identify Code Complexity’s Impact on Developer Productivity](https://www.faros.ai/blog#)

Blog

12

min

9/20/24

### Anatomy of a Metric: Build Time

Is the Build Time metric the right measure to demonstrate the ROI of Developer Productivity investments? Does it stand up in court? We examine through real-life trial and error.

Productivity

Platform Engineering

Developer Experience

12

MIN READ

[Anatomy of a Metric: Build Time](https://www.faros.ai/blog/anatomy-of-a-metric-build-time) [Anatomy of a Metric: Build Time](https://www.faros.ai/blog#)

Blog

15

min

9/18/24

### Fast and Furious: Attempt to Merge

A guide to measuring continuous integration metrics, such as CI Speed and CI Reliability, and an introduction to the most important developer productivity metric you never knew existed.

Productivity

Platform Engineering

Developer Experience

Developers

15

MIN READ

[Fast and Furious: Attempt to Merge](https://www.faros.ai/blog/fast-and-furious-attempt-to-merge) [Fast and Furious: Attempt to Merge](https://www.faros.ai/blog#)

Customers

10

min

### Why Autodesk chose a platform approach to developer productivity and GenAI impact

Autodesk shares its key learnings from building an internal developer platform with an integrated visibility plane to optimize the software development lifecycle.

Productivity

Platform Engineering

DORA Metrics

AI

10

MIN READ

[Why Autodesk chose a platform approach to developer productivity and GenAI impact](https://www.faros.ai/blog/autodesk-platform-approach-developer-productivity) [Why Autodesk chose a platform approach to developer productivity and GenAI impact](https://www.faros.ai/blog#)

Blog

9

min

8/30/24

### The Top 4 Sprint Metrics that Improve Developer Productivity

Four sprint metrics any engineering team can track to improve developer productivity and unlock better outcomes.

Productivity

Managers

TPMs

9

MIN READ

[The Top 4 Sprint Metrics that Improve Developer Productivity](https://www.faros.ai/blog/top-4-sprint-metrics-that-improve-developer-productivity) [The Top 4 Sprint Metrics that Improve Developer Productivity](https://www.faros.ai/blog#)

Blog

9

min

8/14/24

### McKinsey is \*Still\* Talking about Engineering Productivity, and That’s a Good Thing

Revisiting McKinsey's software engineering productivity framework, Vitaly Gordon reflects on what's changed and how to implement McKinsey's visibility recommendations within days.

Leaders

Productivity

9

MIN READ

[McKinsey is *Still* Talking about Engineering Productivity, and That’s a Good Thing](https://www.faros.ai/blog/mckinsey-is-talking-about-developer-productivity-and-thats-a-good-thing) [McKinsey is *Still* Talking about Engineering Productivity, and That’s a Good Thing](https://www.faros.ai/blog#)

News

15

min

7/31/24

### Faros AI Doppler Release: ROI and Value Signals

Tech organizations can now interpret value and ROI signals across engineering operations to improve resource allocation and navigate the adoption of AI coding assistants.

AI

Faros Announcements

Productivity

Leaders

15

MIN READ

[Faros AI Doppler Release: ROI and Value Signals](https://www.faros.ai/blog/releases-doppler) [Faros AI Doppler Release: ROI and Value Signals](https://www.faros.ai/blog#)

Customers

12

min

### Riskified improves agility and DevOps maturity with a data-driven approach powered by Faros

Discover how Riskified’s engineering organization strengthens team autonomy and accountability to achieve outstanding business results in the competitive cybersecurity market.

Productivity

Managers

TPMs

AI

Leaders

12

MIN READ

[Riskified improves agility and DevOps maturity with a data-driven approach powered by Faros](https://www.faros.ai/blog/customer-stories-riskified) [Riskified improves agility and DevOps maturity with a data-driven approach powered by Faros](https://www.faros.ai/blog#)

Blog

12

min

7/8/24

### Top 10 Questions Engineering Leaders Are Asking in 2024

Midway through the year, we surveyed 85 technology leaders about the questions they wish their engineering data could answer. Three themes emerged.

AI

Leaders

Productivity

12

MIN READ

[Top 10 Questions Engineering Leaders Are Asking in 2024](https://www.faros.ai/blog/questions-ai-productivity-outcomes) [Top 10 Questions Engineering Leaders Are Asking in 2024](https://www.faros.ai/blog#)

Solutions

10

min

7/1/24

### How Engineering and Product Managers Can Automate Software Development Cost Capitalization

Finally, automation is optimizing software development capitalization, a vital but laborious accounting practice.

Managers

10

MIN READ

[How Engineering and Product Managers Can Automate Software Development Cost Capitalization](https://www.faros.ai/blog/how-engineering-and-product-managers-can-automate-r-and-d-cost-capitalization) [How Engineering and Product Managers Can Automate Software Development Cost Capitalization](https://www.faros.ai/blog#)

Blog

10

min

5/17/24

### Is GitHub Copilot Worth It? Real-World Data Reveals the Answer

Wondering if GitHub Copilot is worth it in 2026? Being the data-driven folks that we are, we put it to the test. Explore the latest product news, features, and available alternatives. Plus, learn what research says about the best practices for a successful AI transformation.

AI

Coding

Leaders

Popular

Productivity

10

MIN READ

[Is GitHub Copilot Worth It? Real-World Data Reveals the Answer](https://www.faros.ai/blog/is-github-copilot-worth-it-real-world-data-reveals-the-answer) [Is GitHub Copilot Worth It? Real-World Data Reveals the Answer](https://www.faros.ai/blog#)

News

15

min

4/29/24

### Faros AI Curie Release: AI for Engineering Leaders

Half the improvement battle is diagnosing engineering challenges correctly. Lighthouse AI now diagnoses them for you and recommends solutions.

AI

Leaders

15

MIN READ

[Faros AI Curie Release: AI for Engineering Leaders](https://www.faros.ai/blog/faros-ai-curie-release-ai-for-engineering-leaders) [Faros AI Curie Release: AI for Engineering Leaders](https://www.faros.ai/blog#)

Blog

6

min

3/13/24

### Team can’t prioritize without you? Check these 3 things about your leadership style

If teams struggle to weigh the tradeoffs without your involvement, it may be a reflection of the systems you’ve put in place as a leader.

Leaders

Managers

6

MIN READ

[Team can’t prioritize without you? Check these 3 things about your leadership style](https://www.faros.ai/blog/team-cannot-prioritize-without-you-check-these-3-things-about-your-leadership-style) [Team can’t prioritize without you? Check these 3 things about your leadership style](https://www.faros.ai/blog#)

Blog

8

min

3/13/24

### Achieving an Ideal Tempo with AI-augmented DevOps

As analysts, Intellyx relentlessly mocked bi-modal IT. Today, they caution not to allow the advent of AI-based development tooling to create another such pace separation that throws off the cadence of our engineering organizations.

Productivity

Developer Experience

8

MIN READ

[Achieving an Ideal Tempo with AI-augmented DevOps](https://www.faros.ai/blog/achieving-an-ideal-tempo-with-ai-augmented-devops) [Achieving an Ideal Tempo with AI-augmented DevOps](https://www.faros.ai/blog#)

Blog

5

min

2/21/24

### 3 Practical Tips for More Precise Engineering Estimations

Three ways to improve how you scope, estimate, and communicate your R&D commitments.

Managers

5

MIN READ

[3 Practical Tips for More Precise Engineering Estimations](https://www.faros.ai/blog/3-practical-tips-for-more-precise-engineering-estimations) [3 Practical Tips for More Precise Engineering Estimations](https://www.faros.ai/blog#)

Blog

10

min

2/20/24

### Optimizing the Software Velocity vs. Safety Tradeoff

Jason Bloomberg of Intellyx challenges the assumption that all code must be tested before deploying it to production.

Productivity

10

MIN READ

[Optimizing the Software Velocity vs. Safety Tradeoff](https://www.faros.ai/blog/optimizing-the-software-velocity-vs-safety-tradeoff) [Optimizing the Software Velocity vs. Safety Tradeoff](https://www.faros.ai/blog#)

Blog

15

min

2/12/24

### Lessons from Implementing LLMs Responsibly at Faros AI

How we used GenAI to make querying unfamiliar data easier without letting the LLM take the wheel

AI

Data Engineering

15

MIN READ

[Lessons from Implementing LLMs Responsibly at Faros AI](https://www.faros.ai/blog/lessons-from-implementing-llms-responsibly-at-faros-ai) [Lessons from Implementing LLMs Responsibly at Faros AI](https://www.faros.ai/blog#)

News

10

min

1/25/24

### Faros AI Bohr Release: Supercharging our Data Platform

The leading data platform for software engineering organizations and the AI transformation takes a quantum leap.

Faros Announcements

10

MIN READ

[Faros AI Bohr Release: Supercharging our Data Platform](https://www.faros.ai/blog/faros-ai-bohr-release-supercharging-our-data-platform) [Faros AI Bohr Release: Supercharging our Data Platform](https://www.faros.ai/blog#)

Solutions

10

min

12/19/23

### How to Get a Holistic Understanding of the Developer Experience

For many organizations, acting on employee surveys is challenging due to problems in the survey itself and the partial picture it paints. A novel approach is blending survey and systems data to create a more holistic understanding.

Productivity

Developer Experience

10

MIN READ

[How to Get a Holistic Understanding of the Developer Experience](https://www.faros.ai/blog/how-to-get-a-holistic-understanding-of-the-developer-experience) [How to Get a Holistic Understanding of the Developer Experience](https://www.faros.ai/blog#)

Blog

10

min

12/11/23

### How to Avoid the Developer Productivity Paradox

How does McKinsey's developer productivity model stand up to scrutiny when comparing the contributions of two very different developers? Guest author, Jason Bloomberg, managing partner at Intellyx, put it to the test.

Productivity

Managers

10

MIN READ

[How to Avoid the Developer Productivity Paradox](https://www.faros.ai/blog/avoiding-the-developer-productivity-paradox) [How to Avoid the Developer Productivity Paradox](https://www.faros.ai/blog#)

Solutions

5

min

11/28/23

### 6 Essential Metrics for Managing Software Engineering Contractors

Six metrics any engineering manager can use to get the most value out of contractors and justify the expense.

Productivity

Managers

5

MIN READ

[6 Essential Metrics for Managing Software Engineering Contractors](https://www.faros.ai/blog/6-essential-metrics-for-managing-software-engineering-contractors) [6 Essential Metrics for Managing Software Engineering Contractors](https://www.faros.ai/blog#)

Blog

5

min

11/21/23

### How to Get Approval for AI Tools Outside the Normal Budgeting Cycles

AI vendors aren't waiting for our normal annual budgeting cycles, nor should you. Be an effective champion with this guide on how to build a business case for unplanned spending.

AI

Leaders

5

MIN READ

[How to Get Approval for AI Tools Outside the Normal Budgeting Cycles](https://www.faros.ai/blog/how-to-get-approval-for-ai-tools-outside-normal-budgeting-cycles) [How to Get Approval for AI Tools Outside the Normal Budgeting Cycles](https://www.faros.ai/blog#)

Blog

10

min

11/17/23

### 6 Urgent Reasons to Replace Internal Metrics with a Unified Data Platform

The costs of continuing down an internal build path are high, while the risks of inaction are rising. The AI revolution signals it's time to take a fresh look at adopting an integrated data platform.

Platform Engineering

10

MIN READ

[6 Urgent Reasons to Replace Internal Metrics with a Unified Data Platform](https://www.faros.ai/blog/6-urgent-reasons-to-replace-internal-metrics-with-a-unified-data-platform) [6 Urgent Reasons to Replace Internal Metrics with a Unified Data Platform](https://www.faros.ai/blog#)

Blog

7

min

11/3/23

### Does measuring software engineering performance actually deliver value?

The concept of measuring the performance of software development teams is nothing new, but it recently returned to the public consciousness with a little controversy, thanks to a McKinsey article. Guest Author, Jason English shares his perspective on why everyone hasn't already jumped on the measurement bandwagon?

Leaders

Productivity

7

MIN READ

[Does measuring software engineering performance actually deliver value?](https://www.faros.ai/blog/does-measuring-software-engineering-performance-actually-deliver-value) [Does measuring software engineering performance actually deliver value?](https://www.faros.ai/blog#)

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