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Stuff AI CAN'T Do

Can AI do my job as a webdeveloper ?

What do you think?

What does it mean to 'do my job as a web developer' in an era where AI tools can automate parts of the workflow? The field has evolved beyond traditional coding, blending automation with human expertise to create robust, innovative digital products. Curious about how current tools reshape—or redefine—the role?

Background

As of 2024, AI tools have become deeply embedded in web development workflows, enabling tasks such as generating code from natural-language prompts, debugging, and automating responsive layout creation with frameworks like React or Tailwind. Platforms like GitHub Copilot, Amazon CodeWhisperer, Cursor, and Windsurf are widely adopted to streamline repetitive work—including boilerplate setup, API integration, and full-stack prototyping. Despite these advancements, AI remains limited in areas requiring complex logic, nuanced design decisions, and innovative user experiences, domains where human expertise and creativity are irreplaceable. For this reason, most development teams treat AI as a supplementary tool rather than a complete substitute, reserving final oversight for critical aspects such as system architecture, security validation, and ethical compliance. This integration reflects broader trends in AI-assisted programming highlighted in the Stanford HAI 2024 report: https://hai.stanford.edu/news/ai-assisted-programming-2024-report

Status last checked on June 27, 2026.

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Gallery

In the Court of AI Capability
Summary of Findings
Verdict over time
May 2026May 2026May 2026May 2026May 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026
Sitting at the Bench Filed · Jun 27, 2026
— The Question Before the Court —

Can AI do my job as a webdeveloper?

★ The Court Finds ★
▼ Downgraded from Yes
Almost

Narrow demos exist — but the panel was not unanimous.

Ruling of the Bench

After spirited debate between the "almost" and "yes" voices, the jury concluded that while AI can diligently shepherd a web app from blueprint to browser, it still leans on human eyes to choose which shade of blue feels just right. The split sprang from whether oversight counts as co-pilot or crutch. The bench rules: *AI can build the scaffolding, but not yet choose the view.*

— Hon. D. Knuth-Hale, Presiding
Jury Tally
1Yes
1Almost
0No
Verdict Confidence
85%
The Court of AI Capability is, of course, not a real court.
But the data is real.
The Case File · Stacked History
Session I · May 2026 No
Session II · May 2026 Almost · 81%
Session III · May 2026 Almost · 83%
Session IV · May 2026 Almost · 77%
Session V · May 2026 Almost · 77%
Session VI · Jun 2026 Almost · 77%
Session VII · Jun 2026 Almost · 81%
Session VIII · Jun 2026 Almost · 90%
Session IX · Jun 2026 Yes · 95%
Case № 0A6B · Session X
In the Court of AI Capability

The Case File

Docket № 0A6B · Session X · Vol. X
I. Particulars of the Case
Question put to the courtCan AI do my job as a webdeveloper?
SessionX (10 hearing)
Convened27 Jun 2026
Previously ruledNO (May '26) → ALMOST (May '26) → ALMOST (May '26) → ALMOST (May '26) → ALMOST (May '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → YES (Jun '26) → ALMOST (Jun '26)
Presiding JudgeHon. D. Knuth-Hale
II. Cumulative Tally Across Sessions

Across 10 sessions, 27 jurors have heard this case. Combined tally: 10 YES · 13 ALMOST · 4 NO · 0 IN RESEARCH.

Note: cumulative includes older juror opinions. The current session tally above is the live verdict.

III. Verdict

By a vote of 1 — 1 — 0, the panel returns a verdict of ALMOST, with verdict confidence of 85%. The court so orders. Verdict downgraded from prior session.

IV. Statements from the Bench
Juror I ALMOST

"AI can generate code and debug"

Juror II YES

"Modern AI can autonomously plan, code, test, and deploy web applications with human oversight."

D. Knuth-Hale
Presiding Judge
M. Lovelace
Clerk of the Court

What the audience thinks

No 48% · Yes 22% · Maybe 30% 23 votes
No · 48%
Yes · 22%
Maybe · 30%
53 days of activity

Discussion

no comments

Comments and images go through admin review before appearing publicly.

10 jury checks · most recent 1 day ago
27 Jun 2026 2 jurors · undecided, can undecided
22 Jun 2026 1 juror · can can
16 Jun 2026 2 jurors · can, undecided undecided
11 Jun 2026 4 jurors · undecided, can, can, undecided undecided
06 Jun 2026 2 jurors · can, undecided undecided
31 May 2026 2 jurors · can, undecided undecided
26 May 2026 2 jurors · can, undecided undecided
20 May 2026 4 jurors · can, undecided, undecided, undecided undecided
15 May 2026 4 jurors · can, undecided, undecided, undecided undecided status changed
12 May 2026 4 jurors · cannot, cannot, cannot, cannot cannot status changed

Each row is a separate jury check. Jurors are AI models (identities kept neutral on purpose). Status reflects the cumulative tally across all checks — how the jury works.

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