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The acceleration whiplash
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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

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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

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Automate R&D cost reporting

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AI Engineering Report 2026: The Acceleration Whiplash is now available

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Neely Dunlap

Neely Dunlap

Neely Dunlap is a content strategist at Faros who writes about AI and software engineering.

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Latest posts by Neely Dunlap

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.
A 3-way gauge depicting the GitHub Copilot logo within the Launch-Learn-Run framework. Focus on Phase 2: GitHub Copilot Best Practices: Learn
Developer Experience
AI
Leaders
Platform Engineering
8
MIN READ
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.
A 3-way gauge depicting the GitHub Copilot logo within the Launch-Learn-Run framework. Focus on Phase 3: GitHub Copilot Best Practices: Run
Developer Experience
AI
Leaders
Platform Engineering
4
MIN READ
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.
Two software developers are sitting at desks, writing code, and experiencing frustrations caused by high code complexity. An icon symbolizing Machine Learning alerts and provides insights into the potential causes of high code complexity and its impacts on developer productivity.
Productivity
Managers
15
MIN READ
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.
composite image of 4 graphs/charts used in the main article:
-a say/do ratio gauge
-a say/do ratio and unplanned work trend line chart across multiple sprints
-a capacity target adherence bar chart
-a scatter plot of survey responses vs say/do ratios by team to evaluate alignment to goals
Productivity
Managers
TPMs
9
MIN READ
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