AI>In The News

The reality of AI-Assisted software engineering productivity

gfqdjb

gfqdjb

The reality of AI-Assisted software engineering productivity

tl;dr: AI functions as a situational force multiplier - providing modest, uneven boosts that augment rather than transform engineering productivity. Individual developers and those working on “new” projects see speed boosts with AI tools, but these gains aren’t (yet) translating to overall team productivity:

  • AI excels at greenfield projects but struggles with complex legacy codebases
  • 84% of devs use AI tools; only 60% view them favorably, down from 70% in 2023
  • Studies show 20-30% productivity improvements, far from “10x” claims
  • Most use basic autocomplete features, not full autonomous coding agents
  • 66% cite AI’s “almost correct” solutions their biggest time sink due to debugging

Read in full here:

View thread on forum
#ai#ai-assisted-coding
1 598 0

Where Next?

View thread on forum
ai
ai-assisted-coding
Home AI>In The News
#ai#ai-assisted-coding
1 598 0
Last post

Popular Ai topics Top

First poster: jss
AI>In The News

Your AI skills are worth less than you think (2019)
We are in the middle of an AI boom. Machine Learning experts command extraordinary salaries, investors are happy to open their hearts and...
medium.com
8 1879 4
New
First poster: CommunityNews
AI>In The News

Greedy AI Agents Learn to Cooperate
Imagine you’re sitting at a casino’s poker table. Someone has explained the basic rules to you, but you’ve never played before and don’t ...
spectrum.ieee.org
0 1301 0
New
CommunityNews
AI>In The News

DeepMind’s New AI with a Memory Outperforms Algorithms 25 Times Its Size
DeepMind’s New AI With a Memory Outperforms Algorithms 25 Times Its Size. DeepMind’s model, with just 7 billion parameters, outperformed...
singularityhub.com
#algorithms#deepmind
5 1229 1
New
CommunityNews
AI>In The News

The AI software that could turn you in to a music star
Artificial intelligence is now smart enough to write tracks that earn streaming service royalties.
bbc.co.uk
#music
4 1158 1
New
First poster: bot
AI>In The News

CausaLens gets $45M for no-code technology that introduces cause and effect into AI decision making
techcrunch.com
#code
0 997 0
New
First poster: bot
AI>In The News

Why cows may be hiding something but AI can spot it
bbc.co.uk
#spot
0 1004 0
New
First poster: bot
AI>In The News

Deep Render believes AI holds the key to more efficient video compression
Chri Besenbruch, CEO of Deep Render, sees many problems with the way video compression standards are developed today. He thinks they aren...
techcrunch.com
#video
0 836 0
New
First poster: Eiji
AI>In The News

Open source devs are fighting AI crawlers with cleverness and vengeance
AI web crawling bots are the cockroaches of the internet, many developers believe. FOSS devs are fighting back in ingenuous, humorous wa...
techcrunch.com
11 695 7
New
First poster: happyrat1
AI>In The News

AI could already be conscious. Are we ready for it?
With a leap in the evolution of large language models, some leading thinkers are questioning whether AI might become sentient
bbc.com
6 831 7
New
CommunityNews
AI>In The News

Claude-code - native LSP support
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing rout...
github.com
#code#changelog#claude
0 1 0
New

Other popular topics Top

Devtalk
General Dev>Dev Chat

HELLO WORLD (Introductions thread!)
Hello Devtalk World! Please let us know a little about who you are and where you’re from :nerd_face:
#community
482 7161 117
New
PragmaticBookshelf
General Dev>Learning Resources

Seven More Languages in Seven Weeks
Learn from the award-winning programming series that inspired the Elixir language, and go on a step-by-step journey through the most impo...
pragprog.com
#pragprog/elixir/julia/lua#published-book#factor/elm#minikanren/idris/book-seven-more-languages-in-seven-weeks
4 5862 0
New
Exadra37
General Dev>Hardware

What monitor(s) do you have for programming?
Please tell us what is your preferred monitor setup for programming(not gaming) and why you have chosen it. Does your monitor have eye p...
#monitors#coding#programming#development
227 11362 88
New
AstonJ
General Dev>Dev Chat

Which language or framework do you want to learn next?
Curious to know which languages and frameworks you’re all thinking about learning next :upside_down_face: Perhaps if there’s enough peop...
#community#learning
243 6639 97
New
AstonJ
General Dev>Hardware

Planck vs Preonic vs Subatomic (Keyboards)
I ended up cancelling my Moonlander order as I think it’s just going to be a bit too bulky for me. I think the Planck and the Preonic (o...
/keyboards#mechanical-keyboards#ortholinear#planck#preonic
105 17596 47
New
AstonJ
Science/Tech>Health & Diet

David Sinclair's new Lifespan podcast
We’ve talked about his book briefly here but it is quickly becoming obsolete - so he’s decided to create a series of 7 podcasts, the firs...
#health#podcasts#bio-hackers#david-sinclair
87 6790 49
New
Help
Game Dev>Questions

Can I use Java to program a game for Nintendo switch?
I am trying to crate a game for the Nintendo switch, I wanted to use Java as I am comfortable with that programming language. Can you use...
/java#nintendo
8 4771 3
New
husaindevelop
Android>Questions

Clipboard readtext not working in android webview
Inside our android webview app, we are trying to paste the copied content from another app eg (notes) using navigator.clipboard.readtext ...
#android#clipboard
1 5651 0
New
hilfordjames
Windows>Chat

Taskbar Overflow Menu (NOT System Tray Overflow)
There appears to have been an update that has changed the terminology for what has previously been known as the Taskbar Overflow - this h...
#taskbar-overflow-win-11
3 3715 2
New
mindriot
General Dev>Reviews

Keyboard Review: UHK60V2 vs Defy vs Voyager vs Glove80 vs Svalboard
Ok, well here are some thoughts and opinions on some of the ergonomic keyboards I have, I guess like mini review of each that I use enoug...
/keyboards#uhk60v2#defy#voyager#glove80#svalboard
5 5681 7
New
Back to top

Sponsor Spotlight

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

AI>In The News

AI In The News ❯

Latest on Devtalk

Devtalk ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

Categories:

Sub Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap