Show HN: Who is hiring" search tool with chat / other features
3 by osigurdson | 0 comments on Hacker News.
Hi HN, There are several tools that help you search through the monthly "Who is Hiring" posts on Hacker News. The primary difference with this one is it includes chat, semantic search as well as a semantic map visualization (select "business" from the dropdown and expand to get a sense of how this can be used). Behind the scenes it uses LLM instructions in batch to extract, format, tag the job posts, computes UMAP after everything settles while of course making everything searchable. You can use the basic text search to quickly filter the results or alternatively use semantic search (toggle via the button in the search bar). Finally, you can chat with the job postings as well (click the Chat button). It has a basic RAG type pipeline but also includes some tools which make it possible to ask broader questions like "What are the general themes in the job postings this month?" and dig down from there. Anyway, I hope people find this useful. Any feedback is welcome (either here directly or feel free to use the contact page here https://ift.tt/UnMhxr3 which dog foods the same mechanism - no contact info required). If you want to build something similar there is an API and a nice (in my opinion) CLI tool than can be used to ingest data, search or chat as well.
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New ask Hacker News story: Ask HN: Anyone writing code from scratch or mostly doing architecting and LLM?
Ask HN: Anyone writing code from scratch or mostly doing architecting and LLM?
2 by mattfrommars | 0 comments on Hacker News.
I'm assuming most firms have access to LLM, is it true? If so, is anyone really writing code from scratch lately or relying on the tool to write code for them? At work, I have access to Github Copilot but it has a lot of guardrail. It is great to debug issues. Minor fixes and enhancement, it is useful. I mostly double check what it wrote and make sure it's code that I can read and understand. If it uses too many shortcut, I tell it to become more 'human readable'. Now, I've been wanting to learn Python coming from Java and picked up Automate Boring Thing with Python Book. I'm looking at one its exercise which is to walk a tree directory. I can either memorize how its done in Python or just rely on LLM to write it. Am I wasting time doing these exercises when they can easily be done with LLM within one or two shots? Because doing these exercise from scratch is very time consuming and I have to go back and forth to remember the syntax & libraries.
2 by mattfrommars | 0 comments on Hacker News.
I'm assuming most firms have access to LLM, is it true? If so, is anyone really writing code from scratch lately or relying on the tool to write code for them? At work, I have access to Github Copilot but it has a lot of guardrail. It is great to debug issues. Minor fixes and enhancement, it is useful. I mostly double check what it wrote and make sure it's code that I can read and understand. If it uses too many shortcut, I tell it to become more 'human readable'. Now, I've been wanting to learn Python coming from Java and picked up Automate Boring Thing with Python Book. I'm looking at one its exercise which is to walk a tree directory. I can either memorize how its done in Python or just rely on LLM to write it. Am I wasting time doing these exercises when they can easily be done with LLM within one or two shots? Because doing these exercise from scratch is very time consuming and I have to go back and forth to remember the syntax & libraries.
New Show Hacker News story: Show HN: ESLint-plugin-code-complete – ESLint Rules for Code Complete
Show HN: ESLint-plugin-code-complete – ESLint Rules for Code Complete
2 by arye_lu | 0 comments on Hacker News.
A new ESLint plugin that brings principles from Steve McConnell's Code Complete directly into your linting workflow. It enforces high cohesion within modules, minimizes coupling between components, and promotes other clean code practices to make JavaScript/TypeScript codebases more maintainable at scale. Check it out at https://ift.tt/aDUmrGO . What rules would you add for better software design? Feedback welcome!
2 by arye_lu | 0 comments on Hacker News.
A new ESLint plugin that brings principles from Steve McConnell's Code Complete directly into your linting workflow. It enforces high cohesion within modules, minimizes coupling between components, and promotes other clean code practices to make JavaScript/TypeScript codebases more maintainable at scale. Check it out at https://ift.tt/aDUmrGO . What rules would you add for better software design? Feedback welcome!