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TechnologyHacker News• 1d ago

Ask HN: Open-source AI policies and "responsbility"

A common statement in a number of LLM/AI policies regarding AI assisted contributions across open source projects is that the developer is "responsible" for their contribution even if it was made wholly or in part by AI. I understand in layman's terms what this means and I can guess at the inten...

TechnologyHacker News• 1d ago

Ask HN: Those still optimistic about a career in software – why?

We keep hearing that the latest LLMs are approaching AGI. The people who run the frontier labs are warning or hinting that soon all code will be written by models. Some argue that software engineering is about much more than just coding, but you don't need nearly as many people for those other ...

TechnologyDev.to• 1d ago

Stop Calling It Technical Debt !

In every project, someone says it sooner or later: "we have too much technical debt. " Everyone agrees. Nobody asks how much.

TechnologyHacker News• 1d ago

Show HN: Local audit trail for Claude Code tool calls

A dead simple local audit trail for Claude Code tool calls. Energized by a rule-based risk analyser. Give it a llama-cpp compatible GGUF model and it will give you a second opinion on risk locally.

TechnologyHacker News• 1d ago

Show HN: Layerz – Build native iOS apps with no code, run them instantly

I’ve been building Layerz, a visual builder for native UIKit iOS apps — no code, and it runs live with no build step. What’s different from the usual no-code/app-builder stuff: - It renders real UIKit components (not a web view or HTML wrapper), so previews behave like the real thing. - Action ...

TechnologyDev.to• 1d ago

13 of 14 Models Write Messier Code Than the Human Who Fixed the Same Bug

We measured whether AI-written code is messier than human-written code, across 500 real bugs where a human fix already exists. Thirteen of the fourteen models we tested raised a function's complexity or added dead code more often than the person who fixed the same bug. One tied.

TechnologyDev.to• 1d ago

Legacy System Modernization Without the Rewrite

The system still runs the business. It is also on a version nobody supports, two people understand it, and the quote you got for replacing it came with the phrase feature parity and a timeline in years. This page is written from your side of that quote.

TechnologyHacker News• 1d ago

Cutting (Claude Code) token spend on dynamic workflows 80%

Discovered something very interesting by chance a few days ago, and thought it might be interesting for other people running dynamic workflows with claude code. The workflow scripts themselves are javascript. Claude code knows the format and it can make a tool that composes workflows instead of...