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How Engineering Leaders Should Measure AI Coding Tool Impact

https://adamferrari.substack.com/p/ai-coding-impact
2•gailaxelrod•1d ago

Comments

codingdave•1d ago
> In order to measure software engineering productivity, we need...

I think it is well established at this point that turning dev work into "metrics" is a bad idea. From LOC being a bad measure with bad incentives, to the example of those senior folks who deliver little code but solve all the problems behind the scenes, there simply isn't a fair metric for this kind of work. Trying to build a baseline of what to measure is a shoddy foundation for good engineering management.

People on dev teams know who is a solid teammate and who is not. If you need that type of answer, don't measure, just communicate.

Also, from the HN guidelines: "Please don't use HN primarily for promotion. It's ok to post your own stuff part of the time, but the primary use of the site should be for curiosity." It is fairly evident when a new account doesn't comment on anything and just posts content related to their own product. Please engage with HN on a deeper level if you want us to engage with you.

Synee – A Socializing App Reinventing Event Hosting

1•synee•39s ago•0 comments

Pice: India's #1 Invoicing and Payment Collections Software

https://piceapp.com/business/
1•thesandi001•2m ago•0 comments

DNS4EU for Public Is Available

https://www.joindns4.eu/for-public
2•todsacerdoti•2m ago•0 comments

GenAI-Assisted Fantasies

https://cacm.acm.org/blogcacm/genai-assisted-fantasies/
1•rbanffy•8m ago•0 comments

Core Database Design

https://andyatkinson.com/constraint-driven-optimized-responsive-efficient-core-db-design
1•furkansahin•10m ago•0 comments

How NASA advisory committees are navigating a new political landscape

https://spacenews.com/how-nasa-advisory-committees-are-navigating-a-new-political-landscape/
1•rbanffy•10m ago•0 comments

Andrej Karpathy: Opaque, Non-Scriptable UI-Heavy Products Risk Obsolescence

https://twitter.com/karpathy/status/1930354382106964079
2•nsoonhui•11m ago•0 comments

WhatsApp's Billion-User Database: How FreeBSD and Erlang Handled the Impossible

https://medium.com/@yashbatra11111/whatsapps-billion-user-database-how-freebsd-and-erlang-handled-the-impossible-5e699f7f078d
2•rodrigo975•12m ago•0 comments

There Aren't Enough Engineers to Meet Growing Hunger for Power

https://www.bloomberg.com/features/2025-bottlenecks-engineering-jobs
2•petethomas•13m ago•1 comments

Deriod Calculator

https://deriod.net/
1•BruceWok•13m ago•0 comments

Show HN: Klyps – AI tool that turns product images into studio-quality videos

https://klyps.io/
1•sagaranantwar•15m ago•0 comments

Beyond the "Goldilocks Zone": New Models Aim to Find Exoplanets with Life

https://www.msn.com/en-us/news/technology/new-model-helps-to-figure-out-which-distant-planets-may-host-life/ar-AA1FVL1z
1•karlperera•16m ago•1 comments

Tsukuyomi – Modular AI Intelligence Analysis Framework

https://github.com/ShimazuSystems/TSUKUYOMI
1•ShimazuSystems•16m ago•1 comments

Broadcom Tomahawk 6 Launched for 1.6TbE Generation

https://www.servethehome.com/broadcom-tomahawk-6-launched-for-1-6tbe-generation/
2•ksec•22m ago•0 comments

Efficient mRNA delivery to resting T cells to reverse HIV latency

https://www.nature.com/articles/s41467-025-60001-2
2•matthewmacleod•22m ago•0 comments

Show HN: Open a browser by clapping twice (inspired by Iron Man)

https://github.com/Yutarop/two_claps_open
2•ponta17•24m ago•0 comments

I Thought Twitter Was My Growth Engine–Turns Out It Was a Mirage

https://news.seoforfounders.com/p/seo-myth-busting-4-i-don-t-need-seo-i-m-active-on-x-twitter
3•benchmarkapp•24m ago•1 comments

Error Monads the Hard Way

https://articles.pragdave.me/p/error-monads-the-hard-way
1•thunderbong•26m ago•0 comments

The Ethics of Readme Ads

https://willmcgugan.github.io/the-ethics-of-readme-ads/
2•matan-h•27m ago•0 comments

Making the cooking recipes easier to follow

https://pontus.granstrom.me/blog/redesigning-the-recipe/
2•conaclos•28m ago•0 comments

New gym app uses AI to show transformation and help you reach it–try the beta

https://sage-cascaron-ded8ac.netlify.app/#
2•AiFitness•29m ago•1 comments

A critical look at OpenBSD's installer

https://eerielinux.wordpress.com/2025/04/27/installing-bsd-in-2025-part-2-a-critical-look-at-openbsds-installer/
1•JdeBP•29m ago•1 comments

The little-known US land in England [video]

https://www.youtube.com/watch?v=2nnRDNR7z2E
1•zeristor•30m ago•0 comments

Ask HN: IQ of ChatGPT Now?

2•roschdal•31m ago•0 comments

Syncthing Releases 2.0.0-RC

https://github.com/syncthing/syncthing/releases/tag/v2.0.0-rc.19
2•Gathering6678•31m ago•0 comments

Show HN: MailShrimp – validate email lists with risk level and confidence score

https://www.mailshrimp.app
2•udiocla•49m ago•0 comments

Show HN: Bob's Word

https://bobsword.com
2•mynameisbobby•50m ago•0 comments

Do you trust OpenAI codex to access repos and surf the internet?

1•LargeLingoMod•54m ago•0 comments

The creatives and academics rejecting AI – at work and at home

https://www.theguardian.com/technology/2025/jun/03/creatives-academics-rejecting-ai-at-home-work
2•Huxley1•59m ago•1 comments

Operator of South Korea's Largest Pirate Site Sentenced to 3 Years in Prison

https://torrentfreak.com/operator-of-south-koreas-largest-pirate-site-sentenced-to-3-years-prison-250604/
3•bundie•1h ago•0 comments