DiscoverChangelog & FriendsMeasuring the actual impact of AI coding
Measuring the actual impact of AI coding

Measuring the actual impact of AI coding

Update: 2025-07-11
Share

Description

Abi Noda from DX is back to share some cold, hard data on just how productive AI coding tools are actually making developers. Teaser: the productivity increase isn’t as high as we expected. We also discuss Jevons paradox, AI agents as extensions of humans, which tools are winning in the enterprise, how development budgets are changing, and more.


Join the discussion

Changelog++ members save 5 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

  • Auth0The identity infrastructure for the age of AI. Built by developers, for developers—Auth0 helps you secure users, agents, and third-party access across modern AI workflows. Token vaulting, fine-grained authorization, and standards-based auth, all in one platform.

    Start building at Auth0.com/ai

  • Depot10x faster builds? Yes please. Build faster. Waste less time. Accelerate Docker image builds, and GitHub Actions workflows. Easily integrate with your existing CI provider and dev workflows to save hours of build time.

  • Outshift by Cisco – AGNTCY is an open source collective building the Internet of Agents. It’s a collaboration layer where AI agents can communicate, discover each other, and work across frameworks. For developers, this means standardized agent discovery tools, seamless protocols for inter-agent communication, and modular components to compose and scale multi-agent workflows.

Featuring:

Show Notes:


Something missing or broken? PRs welcome!

Comments 
In Channel
Inside Oxide

Inside Oxide

2025-09-2601:16:12

Linux Fest in Texas!

Linux Fest in Texas!

2025-09-1901:19:17

Action absorbs anxiety

Action absorbs anxiety

2025-08-2901:22:54

Oxide is crossing the chasm

Oxide is crossing the chasm

2025-08-1501:39:58

Kaizen! Pipely is LIVE

Kaizen! Pipely is LIVE

2025-08-0801:11:35

SO much to dig into

SO much to dig into

2025-08-0101:23:48

Try harder. Ultrathink!

Try harder. Ultrathink!

2025-07-1801:29:52

Just on the rocks

Just on the rocks

2025-06-2001:29:41

Saltiness about frostiness

Saltiness about frostiness

2025-06-1302:07:01

wsl.exe -- cat hello.cs

wsl.exe -- cat hello.cs

2025-05-3101:27:48

Dull, dirty or dangerous

Dull, dirty or dangerous

2025-05-2301:08:07

#define: I'm going pants

#define: I'm going pants

2025-05-1601:44:26

Kaizen! Tip of the Pipely

Kaizen! Tip of the Pipely

2025-05-0901:42:01

When life gives you LLMs...

When life gives you LLMs...

2025-05-0201:40:09

loading
00:00
00:00
x

0.5x

0.8x

1.0x

1.25x

1.5x

2.0x

3.0x

Sleep Timer

Off

End of Episode

5 Minutes

10 Minutes

15 Minutes

30 Minutes

45 Minutes

60 Minutes

120 Minutes

Measuring the actual impact of AI coding

Measuring the actual impact of AI coding