The AI Engineering Report Q3 2026 is now available! Read the latest research:
THE SPEED TRAP
Platform
Platform
Overview

Monitor and measure what your teams + AI produce, optimize model routes and agent context for max efficienciy, and govern adoption AI across teams

Capabilities
Observe

Track token spend, outcomes, and AI engineering efficiency across your teams

Optimize

Model routing and context engineering that cut token waste, maximize outcomes

Govern

Comprehensive policies and guardrails to minimize AI adoption drisk

Solutions
Solutions
AI ROI

Maximize AI returns across development teams, tools, and outcomes

AI Spend Visibility

Track AI coding costs and uncover what drives your spend

AI Token Allocation

Allocate AI spend to team budgets and forecast what’s next

AI Governance

Enforce model, budget, and data policies across developers and agents

Developer Productivity

Understand AI's impact on delivery, quality, and productivity

Optimal Model Routing

Route tasks using model performance proven on your own code

Build Your Own Bench

Turn shipped work into benchmarks for smarter AI coding decisions

Cover of the Faros AI Engineering Report Q3 2026, The Speed Trap

AI Engineering Report Q3 2026: The Speed Trap is now available

Read the Takeaways
Resources
RESOURCES
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Engineering in the AI era

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Reports on AI engineering

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Upcoming and on-demand events

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See who ships faster

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What's new, what's next

Cover of the Faros AI Engineering Report Q3 2026, The Speed Trap

AI Engineering Report Q3 2026: The Speed Trap is now available

Read the Takeaways
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About

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Cover of the Faros AI Engineering Report Q3 2026, The Speed Trap

AI Engineering Report 2026: The Speed Trap is now available

Read the Takeaways
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Natalie Casey

Natalie Casey

Natalie is a software engineer, and most recently—a forward-deployed engineer at Faros.

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Latest posts by Natalie Casey

Product
7
min
9/21/26

Inside Faros Token Engineering: AI Spend Observability

Go beyond token usage with AI spend observability that shows where spend goes, what work ships, and the cost per verified outcome across teams.
Graphic showing the Observe, Optimize, and Govern stages, with Observe highlighted.
AI
Faros Announcements
7
MIN READ
Product
7
min
9/21/26

Inside Faros Token Engineering: AI Coding Governance

Govern AI coding across every agent and harness with policies for approved models, quotas, routing, and alerts that control spend without blunt usage caps.
Graphic showing the Observe, Optimize, and Govern stages, with Govern highlighted.
AI
Faros Announcements
7
MIN READ
AI Industry
5
min
6/3/25

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

Understand AI's real role in code generation. Faros provides Big Tech–level instrumentation without Big Tech–level investment.
blue background with busy traffic light
AI
Coding
5
MIN READ
AI Industry
9
min
10/3/23

The Definitive Answer to ‘Has this Code Shipped?’

A product manager at a leading US bank had to drive to a branch to confirm a new ATM feature was live. Faros AI is delivering those answers to your Inbox or Slack.
Banner image of searching for a code change in one of three environments including development, staging and production
Developer Experience
Managers
Platform Engineering
Developers
9
MIN READ
Company
8
min
12/7/22

How Faros AI Makes My Job Easier: A Developer's Story

As an engineer at an early-stage startup I wear a lot of different hats. Some days I focus on coding; on others, I focus on designing features and defining the work for our contractors. Read this post to learn more about how I leverage Faros AI to make my job easier.
Productivity
Developers
Faros Team
8
MIN READ
AI Industry
9
min
11/14/22

Mean Time to Recovery (MTTR): A Key Metric in DevOps

Everything you need to know about Mean Time to Recovery (MTTR): A Key Metric in DevOps.
Productivity
DORA Metrics
Platform Engineering
9
MIN READ
AI Industry
15
min
7/8/22

Deployment Frequency: What, Why, and How

A comprehensive guide on "Deployment Frequency", one of the 4 key DORA Metrics - What it means, Why it is important, and how to measure it. Read on...
Productivity
DORA Metrics
Platform Engineering
15
MIN READ
AI Industry
10
min
5/7/22

What is the Change Failure Rate and How do I measure it?

A comprehensive guide on "Change Failure Rate", one of the 4 key DORA Metrics. Read on to learn all about it and how to measure Change Failure Rate.
Change Failure Rate diagram
Productivity
DORA Metrics
Platform Engineering
10
MIN READ
Faros
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