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Open Molten Claw: Post-Eval as a Service

https://idiallo.com/blog/open-molten-claw
1•watchful_moose•35s ago•0 comments

New York Budget Bill Mandates File Scans for 3D Printers

https://reclaimthenet.org/new-york-3d-printer-law-mandates-firearm-file-blocking
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The End of Software as a Business?

https://www.thatwastheweek.com/p/ai-is-growing-up-its-ceos-arent
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https://ai-devkit.com/skills/
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The logs I never read

https://pydantic.dev/articles/the-logs-i-never-read
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How to use AI with expressive writing without generating AI slop

https://idratherbewriting.com/blog/bakhtin-collapse-ai-expressive-writing
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1•octablock•9m ago•0 comments

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https://github.com/user19870/cppsp
1•user19870•10m ago•1 comments

The next frontier in weight-loss drugs: one-time gene therapy

https://www.washingtonpost.com/health/2026/01/24/fractyl-glp1-gene-therapy/
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At Age 25, Wikipedia Refuses to Evolve

https://spectrum.ieee.org/wikipedia-at-25
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https://reviewreact.com
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Why AlphaTensor Failed at 3x3 Matrix Multiplication: The Anchor Barrier

https://zenodo.org/records/18514533
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Ask HN: How much of your token use is fixing the bugs Claude Code causes?

1•laurex•21m ago•0 comments

Show HN: Agents – Sync MCP Configs Across Claude, Cursor, Codex Automatically

https://github.com/amtiYo/agents
1•amtiyo•21m ago•0 comments

Hello

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FSD helped save my father's life during a heart attack

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Show HN: Writtte – Draft and publish articles without reformatting, anywhere

https://writtte.xyz
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Portuguese icon (FROM A CAN) makes a simple meal (Canned Fish Files) [video]

https://www.youtube.com/watch?v=e9FUdOfp8ME
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Brookhaven Lab's RHIC Concludes 25-Year Run with Final Collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
2•gnufx•31m ago•0 comments

Transcribe your aunts post cards with Gemini 3 Pro

https://leserli.ch/ocr/
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.72% Variance Lance

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ReKindle – web-based operating system designed specifically for E-ink devices

https://rekindle.ink
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Encrypt It

https://encryptitalready.org/
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Personalizing esketamine treatment in TRD and TRBD

https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1736114
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SpaceKit.xyz – a browser‑native VM for decentralized compute

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https://github.com/ClickHouse/postgres-clickhouse-stack
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Game Boy Advance d-pad capacitor measurements

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1•todsacerdoti•42m ago•0 comments
Open in hackernews

Ask HN: Engineers working AI tools. Are you working more or less?

19•taariqlewis•2mo ago
Curious whether AI tooling are making engineers more productive with more free time or more productive with even less free time.

Comments

koakuma-chan•2mo ago
I stopped using AI for projects that I care about. For projects that I don't care about—absolutely, I am working way less.
ashed96•2mo ago
AI made us 10x more productive. Management noticed. Now we are expected to ship 10x more features.

The free time was a lie we told ourselves.

fiftyacorn•2mo ago
It will be interesting if it leads to a bloat of unnecessary features that customers dont really want
evolve2k•2mo ago
Prediction. The rise of articles discussing AI attributed bloat and technical debt.

As they say.. Garbage in..

ashed96•2mo ago
From that standpoint, it's definitely happening already. But removal is easier too now. The real question is whether teams will have the discipline to delete. Most won't, but those who do will build better products.
gigatree•2mo ago
Always the case
taariqlewis•2mo ago
I am beginning to notice more "features" in apps that suspiciously raise questions: "Was that feature really needed and was the AI to sneak it in there!?"
osigurdson•2mo ago
>> AI made us 10x more productive.

I'm wondering what you are doing to feel that much of a productivity boost? There have been three occasions since 2022 where I felt concretely 10X more productive. The rest of the time I'm not feeling a huge / direct impact. While it isn't necessarily drastically more productive in a linear sense (churning out more of the same stuff for instance) things have radically changed nonetheless.

binsquare•2mo ago
No question. I am far more productive because it lets me get to the answers I need far faster.

I'm more of a iterative solver rather than someone who tries to solve it all into their head the first go. And ai tools are perfect for that kind of approach.

vigouroustester•2mo ago
Depends on the task at hand.. Some tasks like information collection for planning have definitely improved and made easy, but the quality is still not at a level where you can use it without doing an overview.

Overall, it's just the illusion of more productivity or free time. It's just made grunt work easier while making testing/review even more important than before

rozenmd•2mo ago
I'm still working my regular hours, I think I'm getting considerably more work done in that time.

The type of work has changed too - mind numbing refactors across dozens of files are easier, for new feature work I have time to build several prototypes before picking a direction.

zerr•2mo ago
Besides not wanting to give most enjoyable part of the work to LLMs, reviewing LLM-generated code is much more daunting compared to writing the code yourself. So, I only use it for a very narrow and specific 2-3 liners, e.g. some arcane Win32 API calls, where I'd otherwise be browsing some old forums.
taariqlewis•2mo ago
This is my reflection as well. I find myself spending MORE time reviewing LLM-generated code and also spending time thinking through LLM generated choices, which, at many times are inefficient or bloated. Keeping the LLM on the right rails takes up more time, even with lengthy agent.md and claude.md files to manage behaviors.
egberts1•2mo ago
Working more, because of coding errors.
thiago_fm•2mo ago
I'd guess about 20-50% overall productivity, given that only a fraction of my work is writing code.

We have to spend a good amount of time organizing the requirements, as it never comes perfectly from product management, as well alignments and weighting tradeoffs from the architecture.

Reviewing code also became a very daunting and time-consuming task.

matt_s•2mo ago
AI tools are super helpful if you know what they are good for and where the limits are currently. If you work at a place where your expected "time" is constant, aka has a good work/life balance, then its important to be more productive because your competitors will certainly be.

There are parts of the SDLC that cannot be made more productive with AI - all the human parts, communication about changes, testing often involves manual work, etc. So if you have management that just thinks a blanket X% more productivity is achievable across the board, find someplace else to work, its about as smart as a RTO mandate because they like seeing butts in seats.

ChrisGermano•2mo ago
Doing less, more productive, but I know its limits. I treat is as my "little assistant" - able to accomplish a lot but without the experience or cognition to make good decisions independently. Been using it a lot for framing out basic unit tests, governance configuration files, bulk renaming, building test files on a known syntax, etc. On the side, I've been using it to throw together PoCs I can quickly test to see if I like my an implementation or need to take my idea back to the drawing board.
throwaway675309•2mo ago
I have a rough time calculating how much more productive AI tooling has made me, because when it does save me time (simple mocking, greenfielding, proof-of-concept), - it saves me a ton of time. Conversely when it fails hard on me I can lose a lot of time and also patience.

The trick is developing the intuition to know when to cut your losses early and instead of continuing to fight the LLM, just implement it yourself.

ra0x3•2mo ago
Working the same, the nature of the work has changed. Less time spent on the minutia of syntax and project scaffolding. More time spent on how the minutia compose into a larger system.
taariqlewis•2mo ago
This is a great indication of where engineers will be spending more of their time: complexity composing.
heftykoo•2mo ago
Work less time on work, work more time on my side project, because it can let me use less time to get job done, so I have more time on my side project.

And AI has expanded my boundaries — for example, I used to know nothing about image processing, but now with AI help, I’ve learned and use the technology and even built an initial product prototype using OpenCV, which helped my side project get off the ground successfully.

Imanari•2mo ago
I would like to tell about an unexpected benefit I enjoy as a new farther of a 4 month old. I do mostly 'spec-driven-development' meaning most of the time I am iterating and discussing how things currently work, what are the goals, caveats, edgecases, gotchas etc. Only at the very end actual implementation starts. These spec-documents are on a higher abstraction level than raw code and are far easier to hop on and off and the now frequent interuptions are less detrimental.