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AI-Assisted Coding: Why a Distinguished Engineer Stopped Reading Code

https://vascoduarte.substack.com/p/ai-assisted-coding-why-a-distinguished
3•e2e4•2h ago

Comments

turtleyacht•1h ago
Hardware--physical hardware, not servers--could become commodities like the cloud: rent bipedal robots by the hour, lidar-equipped vans, and managed drone fleets.

The SaaS companies disrupting today could become utilities offering mechanized leases tomorrow.

With agents as a singular "swarm brain" (per machine, not a global hivemind) just seems like a natural course of abstraction.

simonw•1h ago
I'm fascinated by this idea of not reviewing AI generated code. On the surface it sounds absurd - we know these machines make mistakes all the time, so how could we ever responsibly move ahead with code they have written without closely reviewing every detail?

Then I remembered the times I've worked at large companies and depended on code written by other teams. I didn't review every line of code they had written - I'd trust that they had done a competent job, integrate with that code myself, and only dig into the details of their code if I run into bugs or performance issues or other smells that something was wrong.

Trusting humans is obviously different from trusting AI - humans have reputations, and social contracts, and actual intelligence as opposed to multiplying matrices and rolling a dice. But... I do think an AI model can still earn trust over time. I've spent enough time with Opus 4.5 and 4.6 that I trust them not to make dumb mistakes with the common categories of code that I use them for. Of course now I need to rebuild that trust with 4.7!

I think the most interesting challenge here is to figure out how to have coding agents demonstrate that the code works without actually reading every line of it yourself - in the same way that I might ask an engineering team I haven't worked with before for a demo and then interrogate them about their testing strategy before relying on their work.

Writing Liveness

https://contraptions.venkateshrao.com/p/writing-liveness
1•jger15•1m ago•0 comments

AI agent called every pub in Ireland to index the cost of a Guinness

https://guinndex.ai
1•bilekas•4m ago•0 comments

Show HN: Building compiler from scratch without the help of LLMs [video]

https://www.youtube.com/watch?v=THIkjQnqsbw
2•aarnphm•4m ago•0 comments

Global freedom declined for the 20th consecutive year in 2025

https://freedomhouse.org/report/freedom-world/2026/growing-shadow-autocracy
1•Cider9986•5m ago•0 comments

Show HN: Mac-computer-use, an open-source clone of Codex Computer Use

https://github.com/TheGuyWithoutH/mac-computer-use
1•guywithnoh•8m ago•0 comments

Colombia will euthanize Pablo Escobar's invasive 'cocaine hippos'

https://www.scientificamerican.com/article/colombia-will-euthanize-pablo-escobars-invasive-cocain...
1•zdw•11m ago•0 comments

Fatal Accident Occurs in Nurburgring Langstrecken-Serie (NLS)

https://www.bbc.com/sport/motorsport/articles/crl1wwdegkno
1•linzhangrun•13m ago•0 comments

Bounce Off the Atmosphere at Reentry? (2016)

https://space.stackexchange.com/questions/19296/bounce-off-the-atmosphere-at-reentry
1•susam•13m ago•0 comments

F-14 Central Air Data Computer

https://en.wikipedia.org/wiki/F-14_CADC
1•unsnap_biceps•15m ago•1 comments

Verkada Deceives School That Verkada Cameras Would Not "Brick"

https://ipvm.com/reports/verkada-school-brick
2•jhonovich•17m ago•0 comments

CTX is a cognitive memory layer for AI systems

https://github.com/diegoxtr/ctx-open
2•diegoxtr•18m ago•0 comments

Show HN: FluxTest for testing network performance of self-hosted infrastructure

https://github.com/siddheshgunjal/flux-test
1•siddheshgunjal•19m ago•0 comments

NASA selects Falcon Heavy to launch ESA Mars rover mission despite budget threat

https://spacenews.com/nasa-selects-falcon-heavy-to-launch-esa-mars-rover-mission-despite-budget-t...
1•bookmtn•20m ago•0 comments

Show HN: Hyprmark – Markdown viewer for the Hyprland ecosystem

https://github.com/robinduckett/hyprmark
1•robinduckett•26m ago•1 comments

A resume builder for pets, for those who need to prove their animal isn't feral

https://petresume.co/
2•droopyKnees•38m ago•1 comments

The Khan Ted Institute

https://khanted.org/Home
3•capex•45m ago•0 comments

Ask HN: API Request for Feedback OK in Show HN?

2•casefile_dev•45m ago•2 comments

Opentargets-py – Python SDK for the Open Targets drug discovery database

https://pypi.org/project/opentargets-py/
2•goknurarican•49m ago•0 comments

Old Computers Sucked

https://oldcomputerssucked.com/
2•st_goliath•49m ago•0 comments

Is ChatGPT's web front end being intentionally degraded?

https://chatgpt.com
2•linzhangrun•53m ago•6 comments

Rise against the Machines: The Luddites [video]

https://www.youtube.com/watch?v=oeFTuD4Mnug
1•linsomniac•55m ago•0 comments

At the HumanX conference, everyone was talking about Claude

https://techcrunch.com/2026/04/12/at-the-humanx-conference-everyone-was-talking-about-claude/
1•Rafsark•55m ago•0 comments

The Cost of Cheap Clone Boards: Streaming Video on an STM32H750

https://msj.prose.sh/debug_streaming_weact_stm32h750
1•melastmohican•57m ago•1 comments

Robotaxi is now rolling out in Dallas and Houston

https://twitter.com/robotaxi/status/2045564609504116771
2•iknowstuff•59m ago•2 comments

AI chip startup Cerebras files for IPO

https://techcrunch.com/2026/04/18/ai-chip-startup-cerebras-files-for-ipo/
2•AnhTho_FR•59m ago•0 comments

Show HN: I built a CLI to fake Git commits

https://github.com/TDiblik/git-forge
2•TDiblik•1h ago•0 comments

No more bill shocks budget alerts comes to Cloudflare

https://projektisle.com/2026/04/no-more-bill-shocks-budget-alerts-comes-to-cloudflare/
1•todotask2•1h ago•0 comments

PostgreSQL Just Got Its Biggest Upgrade That Will Change DB Performance in 2026

https://medium.com/@CodingWithAbhi/postgresql-17-performance-upgrade-2026-f4222e71f577
1•breve•1h ago•0 comments

That 90s Chat Program You Don't Remember

https://www.youtube.com/watch?v=fMKiz7KTSz4
1•1o1o1o1o1•1h ago•0 comments

Deutsche Telekom has a bad DKIM key

https://infosec.exchange/@badkeys/116407565746342278
4•icco•1h ago•0 comments