Lompat menuju konten

State of Devs 2026

AI

AI Views

AI Code Generation
✨

There might be small pockets of AI resistance here and there (see this year's State of CSS data), but in 2026 the median developer is firmly in the AI era, with developers who write almost all their code through AI representing the largest single segment.
What proportion of the code you produce is AI-generated?
0%
20%
40%
60%
80%
100%
1
0
455
2
12.5%
538
3
25%
504
4
37.5%
229
5
50%
394
6
62.5%
368
7
75%
879
8
87.5%
1,009
9
8
470
0%
20%
40%
60%
80%
100%
4,846
89%
56%
63%
10

AI Sentiment
✨

Reducing the AI question to a pro-/anti- spectrum might feel simplistic, but the resulting data still reveals interesting insights.

For example, not only does how you feel about AI predict how you feel about tech overall, but it also carries a strong correlation with other factors such as where you stand on the political spectrum, with pro-AI respondents leaning more right-wing.

On a scale going from 100% negative to 100% positive, what is your overall opinion regarding AI?
0%
20%
40%
60%
80%
100%
1
100% negative
314
2
Mostly negative
489
3
Negative
660
4
Slightly negative
451
5
Neutral
530
6
Slightly positive
729
7
Positive
1,087
8
Mostly positive
456
9
100% positive
150
0%
20%
40%
60%
80%
100%
4,866
89%
51%
50%
10

AI Risks
✨

Environmental impact tops the rankings when it comes to AI concerns, and just like other environmental issues it seems like it has become politicized, with a strong correlation with identifying as more left-wing.
Which of these general AI risks and issues are you most concerned about?
Multiple
Limited
4
0%
20%
40%
60%
80%
100%
01
Environmental impact
2,664
02
Job displacement
2,653
03
AI slop takeover
2,297
04
Negative cognitive impacts
2,191
05
Military use of AI
1,992
06
Security issues
1,696
07
AI overuse
1,666
08
Rising AI costs
1,088
09
Copyright and ethics issues
1,027
10
Open-source disruption
698
11
AGI being reached
382
12
Entrenched stack bias
356
13
Lainnya
160
0%
20%
40%
60%
80%
100%
4,849
89%
3.9
10

Company AI Stance
✨

Beyond AI's actual usefulness to developers, companies also play a big role in encouraging the technology's increased usage.

But this AI enthusiasm is not without downsides: being too heavy-handed with measures such as quotas or leaderboards can have negative consequences on job happiness and employee mental state.

What's your company's stance regarding AI usage?
0%
20%
40%
60%
80%
100%
1
My company discourages AI use
146
2
My company is neutral towards AI
656
3
My company encourages AI use, but it does not affect my behavior
2,421
4
My company encourages AI use, and I use AI more than I otherwise would as a result
1,402
0%
20%
40%
60%
80%
100%
4,625
85%
2.1
2
10

AI Mental State
✨

AI tools might make us more productive, but they don't seem to be making us happier. While many remain neutral, a sizeable chunk of respondents deplored a negative impact on their mental state, correlated with feeling exhausted and disillusioned* about the tech industry overall.

Meanwhile, the most prevalent emotions among those who report a positive mental impact was curiosity–although even within that group, feeling overwhelmed was still quite common.

AI tools have had a positive impact overall on my mental state
0%
20%
40%
60%
80%
100%
1
Sangat Tidak Setuju
1,023
2
Tidak Setuju
1,189
3
Netral
1,534
4
Setuju
867
5
Sangat Setuju
242
0%
20%
40%
60%
80%
100%
4,855
89%
1.6
2
10

AI Outlook
✨

TODO
What else would you like to to add regarding your general outlook about AI?
(Pertanyaan bebas)

View:

0%
20%
40%
60%
80%
100%
01
Developer impact
6
02
Anti-AI sentiment
3
03
Industry impact
10
04
Pro-AI sentiment
4
05
Neutral sentiment
5
06
AI Career Impact
4
07
Technical impact
6
08
Ethics impact
3
09
Environmental Impact
10
Code Assistance
1
11
Information Gathering
0%
20%
40%
60%
80%
100%
1,650
30%
10