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
Blog

Engineering in the AI era

Research

Reports on AI engineering

Events

Upcoming and on-demand events

Guides

Playbooks that work

Customers

See who ships faster

Product News

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
Company
Company
About

Learn about Faros

Newsroom

Press and media

Careers

Explore our open positions

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
Faros Desktop
Book a demoTalk to an expertTry Now
Sign in
Get started
Try Now

Self-service Faros environment for your company, free to explore

Book a demo

Schedule a tailored demo with our product experts

Contact Sales

Connect with a member of our team

Lucas Matney

Lucas Matney

Lucas is the Head of Content at Faros.

Connect on LinkedIn

Latest posts by Lucas Matney

AI Industry
8
min
10/22/26

A framework for defending your AI budget in the next finance review

Token spend now gets reviewed like headcount. Here is how to defend your budget: forecast what it delivers, show what each outcome costs, and explain how you will govern it.
An image of a shield over a dollar sign, signifying the idea of defending your token budget.
Leaders
AI
8
MIN READ
Research
5
min
10/14/26

The speed trap facing software teams is what Token Engineering was designed to solve

Faros’s Speed Trap report shows AI delivery accelerating while review controls erode. See how Token Engineering helps teams observe spend, optimize routes, and govern AI-driven software work.
A graphic showcasing the speed trap report tied to our logo for our token engineering platform
AI
Coding
5
MIN READ
Faros
PLATFORM
OverviewObserveOptimizeGovern
Solutions
AI ROIAI Coding Cost AllocationOptimal Model RoutingBuild Your Own BenchAI Coding Spend GovernanceDeveloper ProductivityAI Spend Visibility
Resources
BlogRoute IndexGuidesCustomersProduct News
Company
CompanyNewsroomContactCareersPartnershipsSecurity
© Faros AI 2026
PrivacyTermsCookiesDo Not Sell or Share My Personal Information