Platform
Platform
Overview

Explore our platform to see what’s possible when your data works together.

Capabilities
Developer Productivity

Drive engineering efficiency with AI insights

AI Transformation

Realize productivity gains from AI tools

Context for AI Agents

Eliminate AI agent mistakes and rework

Predictable Roadmap Delivery

Maximize capacity and derisk initiatives

Solutions
engineering Roles
CTOs and VPs

Drive strategic impact

AI Officers

Accelerate AI transformation

DevEx and Platform Engineering

Remove friction, delight developers

Technical Program Managers

Forecast capacity and mitigate risk

Context for engineering Roles
AI Impact

Measure AI’s productivity ROI

Engineering Productivity

Optimize SDLC workflows

Developer Experience

Unify surveys and metrics

Investment Strategy

Align resources to outcomes

Use cases
AI Benchmarking

Identify and remove blockers

DORA Metrics

Improve throughput and stability

Initiative Tracking

Keep critical commitments on track

Software Cost Capitalization

Automate R&D cost reporting

Pricing
Resources
RESOURCES
Blog

Engineering in the AI era

Guides

Playbooks that work

Customers

See who ships faster

News

What's new, what's next

Faros AI and Autodesk logos with a smiling man, highlighting AI-driven engineering productivity and software delivery insights.

Why Autodesk Chose a Platform Approach to Developer Productivity and GenAI Impact

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Latest posts by Mahesh Iyer

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Blog
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.
monorepo lllustration
Platform Engineering
Metrics
Productivity
Managers
Developers
6
MIN READ
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.
red background with a shopping cart icon on the left, the word Jellyfish in the center, and an x in a circle to the right
Productivity
Developer Experience
8
MIN READ
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.
dark blue background with white ribbon with star in center
Productivity
12
MIN READ
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.
red background with acronym "LLM"
AI
Popular
Coding
10
MIN READ
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.
Illustration showing Claude Code measuring Usage, Impact, and ROI with three circular gauge meters on an orange gradient background.
AI
Popular
Productivity
12
MIN READ
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.
dark blue background with title: lines of code; underneath: split pie chart, on left side is 70% handwritten, and on right side is 30% AI generated
AI
Metrics
Productivity
Popular
Coding
15
MIN READ
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.
Image of the five DORA metrics, in two categories. Throughput includes Lead time for Change, Deployment Frequency, and Failed Deployment Recovery Time. Instability includes Change Failure Rate and Rework Rate.
Popular
Productivity
DORA Metrics
Platform Engineering
7
MIN READ
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.
Podium ranking graphic showing three positions for best AI coding assistants. A golden-orange first place podium in the center is topped with a glowing four-pointed star symbol. Blue second place and third place podiums flank it on the left and right respectively. The background features a radiating sunburst pattern in shades of blue.
AI
Coding
Popular
Developers
15
MIN READ
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.
Illustration of many colorful issue IDs flowing through a funnel bottleneck into a single APP-28109 ticket.
Developer Experience
Productivity
Managers
12
MIN READ
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 AI logo with text reading “Now available on Google Cloud Marketplace” on a blue background.
Faros Announcements
5
MIN READ
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