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AI Coding and Its Discontents

https://calnewport.com/on-ai-coding-and-its-discontents/
2•quaintdev•1h ago

Comments

platinumrad•53m ago
Reads like LinkedIn slop.
jaegerpicker•43m ago
I wish more people had a balanced view on this. Turning over all coding with no oversight, no research and planning, no validation, of course that's terrible code. I send FAR more tokens on the planning, research, and validation than on actual coding. If fact if I had to guess it's like 10-20% of the cost and time.

My teams process has 5x our output and reduced our quality issues. But we plan each ticket with Claude and have it research it up front, producing an acceptance criteria list that we validate with human eyes. Then when we work on that ticket, first step is nearly always a heavy research and validation step, then planning the work, then reviewing the research and planning by both agents and humans. Then the coding with is mostly Claude. Then we have a detailed QA/verification step, some of that automated but always requiring a human to run the code locally, test and validate the changes, and requires automated integration tests along with 90% test coverage on all new code. It blows my mind that people would just throw code into production without testing and validation! I'd never do that if I hand wrote all the code, why would I do that if an agent did?

I know the hype promised Agents doing all the work but honestly it mostly just replaced the boring parts for me. The design, planning, and validation is still all human driven. It helps I've been writing software for a living for over 25 years, so I know pretty quickly when something isn't correct. Also I read all the code it produces, it's a rare instance that the PR is so large that I can't and I often make Claude redo those. Though I'll admit Opus 5 seems to produce way too verbose comments and that makes it harder to read all of it.

Docker VMM Public Beta: A Complete Overhaul, Built for Performance

https://www.docker.com/blog/docker-vmm-public-beta/
1•Slix•2s ago•0 comments

Trentino DataMine Opens 6MW Data Center Inside Active Dolomites Mine

https://mlq.ai/news/trentino-datamine-opens-6mw-data-center-inside-active-dolomites-mine/
1•T-A•13s ago•0 comments

Fingerprinting documents with steganography (Fast Fwd Labs, 2015)

https://blog.fastforwardlabs.com/2017/06/25/fingerprinting-documents-with-steganography.html
1•aanet•2m ago•1 comments

In the Footsteps of Robert Moses

https://aresluna.org/in-the-footsteps-of-robert-moses/
2•throwaway270925•3m ago•0 comments

Mother of Invention

https://www.economist.com/1843/2018/02/27/mother-of-invention
1•geneticdrifts•5m ago•0 comments

Show HN: Keep batch LLM jobs from starving interactive traffic (TypeScript)

https://github.com/janbalangue/async-bulkhead-llm
1•janbalangue•5m ago•0 comments

Show HN: Xpt – minimalist C package manager

https://git.sr.ht/~juanvel400/xpt
1•juanvel400•9m ago•0 comments

Contributing to the Lean Mathlib Library – Tanner Duve

https://www.youtube.com/watch?v=GqsBVW3d_vc
1•abaradwaj•11m ago•1 comments

Ask HN: Why Connected Home Appliances?

2•ripe•12m ago•1 comments

circle rain sin

https://openprocessing.org/@u141185/2376570
1•bookofjoe•14m ago•0 comments

Beer Nuts

https://en.wikipedia.org/wiki/Beer_Nuts
1•reaperducer•14m ago•0 comments

Senior Scala/Java Developer

1•ali_rezvani•14m ago•1 comments

A simple fix for LLM tail latency

https://engineering.myhoai.com/posts/a-simple-fix-for-llm-tail-latency/
1•zhixuan•14m ago•0 comments

Cats and dogs are missing meals after a popular smart feeder went down

https://www.theverge.com/tech/979295/petlibro-outage-smart-pet-feeders
1•speckx•16m ago•0 comments

Solo founder, non-technical, $100M raised

https://solofounders.beehiiv.com/p/solo-founder-non-technical-100m-raised
1•spking•17m ago•0 comments

Chestnut

https://blog.comma.ai/chestnut/
2•simonpure•19m ago•0 comments

87-Webcam Multiview of the 2026 Eclipse

https://ostwilkens.se/blog/eclipse
1•ostwilkens•22m ago•0 comments

Show HN: VolumeM8 – Volume Control for Chrome

https://chromewebstore.google.com/detail/volumem8-volume-control/nacgakdfnhfmoipjhfbbpicfpkdajomg
1•louisblythe•23m ago•0 comments

ICE equipping agents with gloves that deliver electric shocks

https://www.bbc.com/news/articles/c20d292gdp4o
1•dabinat•23m ago•0 comments

Turning molecules into reliable electronic devices

https://news.mit.edu/2026/turning-molecules-into-reliable-electronic-devices-0803
1•signa11•24m ago•0 comments

Unless nderstanding std:counting_semaphore and std:binary_semaphore from C++20

https://www.cppstories.com/2026/semaphore/
1•signa11•26m ago•0 comments

The End of Mathematics

https://www.daniellitt.com/blog/2026/8/11/the-end-of-mathematics
1•rzk•26m ago•0 comments

Rubber Chicken AI

https://teambuildingschool.com
1•tylerhayden•28m ago•1 comments

My Ten Years in No Man's Sky

https://nmsspot.com/2026/08/09/my-ten-years-in-no-mans-sky/
2•blakespot•29m ago•1 comments

Show HN: TimeM8 – Time Tracking and Invoicing

https://chromewebstore.google.com/detail/timem8-–-time-tracking-in/mchhcaboohohmhedhmghenjnfjgk...
1•louisblythe•29m ago•0 comments

Show HN: DarkM8 – Dark Mode Chrome Extension

https://chromewebstore.google.com/detail/darkm8/ilhmpipdbgkiogeiicdjcmpgijeicpdb
1•louisblythe•31m ago•0 comments

Elasticsearch Hybrid Search Recipes – Benchmarked (2025)

https://softwaredoug.com/blog/2025/03/13/elasticsearch-hybrid-search-strategies
1•softwaredoug•33m ago•0 comments

Anyone play the Half-Life games recently?

2•Singular_Child•36m ago•0 comments

Why Wall Street and Nvidia Are Building an Exotic Money Pipeline for the AI Boom

https://www.wsj.com/tech/ai/why-wall-street-and-nvidia-are-building-an-exotic-money-pipeline-for-...
1•lesbarclays•37m ago•1 comments

I never changed careers, only systems

https://www.silvestri.cloud/blogs/i-never-changed-careers-only-systems/
1•dev_marco•39m ago•0 comments