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

Measure your AI coding outcomes

AI Token Allocation

Allocate and forecast AI coding spend

Optimal Model Routing

Optimally route every task based on your own engineering work

Build Your Own Bench

Turn your shipped work into your own AI benchmarks

AI Governance

Enforce model, budget, and data policy across every agent

Developer Productivity

Ask any question about how your engineering organization performs

AI Spend Visibility

See exactly where your AI spend goes

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

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

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Engineering in the AI era

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Reports on AI engineering

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See who ships faster

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

AI Engineering Report 2026: The Speed Trap is now available

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Gilad Turbahn

Gilad Turbahn

Gilad is an experienced product executive with deep roots in the developer productivity space. Prior to joining Faros, Gilad was Head of Product, Developer Productivity at Snowflake.

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Latest posts by Gilad Turbahn

AI Industry
7
min
5/18/26

How AI is changing software engineering

AI is transforming the assumptions behind traditional engineering metrics. Here's where measurement is heading, what's changing now, and what leaders should track.
dark background with red and white engineering charts
AI
Leaders
Managers
Metrics
7
MIN READ
AI Industry
4
min
5/6/26

Three problems engineering leaders keep running into

Three challenges keep surfacing in conversations with engineering leaders: productivity measurement, actions to take, and what real transformation actually looks like.
Three red stop-sign icons with white exclamation marks are connected by arrows on a red background.
Leaders
Managers
Productivity
4
MIN READ
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