How DX accelerates CIO onboarding
DX accelerates CIO onboarding by surfacing critical engineering signals faster so leaders can act with confidence.
Greyson Junggren
Co-founder, CRO
Research & Insights
AI-generated merged code holds steady at ~30%
A preview from our upcoming Q1 AI Impact Report.
Justin Reock
Deputy CTO
How DX accelerates engineering leader onboarding
Starting a new VP or Head of Engineering role? Learn how DX gives engineering leaders the data-driven insights they need to assess their teams, report to leadership, and drive meaningful impact from day one.
Greyson Junggren
Co-founder, CRO
How do we interpret AI impact without overclaiming causation?
A better way of framing the impact of AI.
Abi Noda
CEO
Why aren't AI productivity gains higher?
Developers explain why the gains are more modest than expected.
Abi Noda
CEO
AI productivity gains are 10%, not 10x
Preliminary data from our longitudinal AI impact study.
Justin Reock
Deputy CTO
Developer experience at scale – lessons from Dropbox
How Dropbox treats developer productivity as a sociotechnical problem and weaves AI into the fabric of their engineering culture.
Abi Noda
CEO
Analyst reactions: How AI is reshaping engineering organizations
Analysts at Accenture and RedMonk are seeing an increased focus on quality, security, and responsible AI rollout.
Justin Reock
Deputy CTO
Advanced prompting guide for AI-assisted engineering
Structured prompting patterns for using AI in more complex, higher-risk environments.
Justin Reock
Deputy CTO
AI tooling benchmarks: PR throughput and usage by tool (Q1 2026)
Updated data from a sample of 64,680 developers across 219 companies.
Justin Reock
Deputy CTO
DevProd headcount benchmarks, Q1 2026
Research across multiple industry verticals and engineering team sizes.
Justin Reock
Deputy CTO
The AI Divide
MIT NANDA’s 2025 report on what separates successful AI pilots from those that stall, and how the role of engineers is evolving.
Justin Reock
Deputy CTO
AI and productivity: Year-in-review with Microsoft, Google, and GitHub researchers
What 2025’s AI research told us about developer productivity and identity, and why enablement matters more than tool choice.
Laura Tacho
CTO
Takeaways: Running data-driven evaluations of AI engineering tools
How to compare AI engineering tools using cohorts, baselines, and meaningful metrics
Autumn Faust
Community Insights
Using AI to accelerate hiring and productivity at Zapier
Lessons from Zapier’s experience building hundreds of internal AI agents to reduce engineering friction.
Justin Reock
Deputy CTO
Applying AI where it matters
Microsoft’s recent study offers a path to target AI investments based on what developers actually need.
Abi Noda
CEO
Do newer AI-native IDEs outperform other AI coding assistants?
Claude Code and Cursor are associated with higher PR throughput, but org size and company stage play a big role.
Laura Tacho
CTO
AI-assisted engineering: Q4 impact report
Data and insights from 400+ organizations navigating their AI transformation.
Laura Tacho
CTO
The AI Strategy Playbook: What engineering leaders need to know about driving AI impact
Why some teams see 20-point jumps in productivity while others see performance decline
Justin Reock
Deputy CTO
Meetings and interruptions are still the biggest obstacles for developers, even with AI
AI is not a silver bullet for productivity.
Justin Reock
Deputy CTO