Vasu-Devs

I’m open sourcing JustHireMe 🚀 A local-first Agentic AI desktop app I’ve been building to make job searching more intelligent, transparent, and user-controlled. GitHub: github.com/vasu-devs/just… The current job search process is broken. Candidates spend hours scrolling through: stale job posts irrelevant roles spammy listings senior-only positions repeated listings across platforms jobs with almost no useful context And most AI job tools either scrape too broadly, rank opportunities like a black box, or try to automate applications without giving the user enough control. I wanted to build something different. JustHireMe is designed as a personal job intelligence workbench. Instead of blindly applying everywhere, it helps users discover better opportunities, evaluate them against their real profile, and generate tailored application materials while keeping sensitive career data local. What it can do: Ingest resume/profile data Build a local professional profile graph Discover job leads from multiple sources Filter out low-quality or irrelevant postings Score roles based on explainable fit Match jobs using graph + vector search Generate tailored resumes Generate cover letters Draft cold emails Draft LinkedIn outreach messages Track leads in a local CRM-style pipeline Keep the user in control through a human-in-the-loop workflow The main principle behind the project is: More signal. More explanation. More local control. Less blind automation. The tech stack: Tauri for the desktop shell React + TypeScript for the frontend Python + FastAPI for the backend sidecar SQLite for local lead tracking KuzuDB for graph-based profile modeling LanceDB for vector search and semantic matching Playwright for experimental browser automation One of the biggest goals is privacy. Your resume, career history, generated documents, job leads, application notes, and API keys should not have to live on someone else’s server by default. JustHireMe is built around a local-first architecture so users can keep ownership of their data while still benefiting from modern AI workflows. Another major goal is explainability. I don’t want an AI system that just says: “This job is a good match.” I want it to explain: which skills matched which projects support the application what gaps exist why a role was filtered out why a role deserves attention what to highlight in the resume or cover letter That matters because job search is not just a productivity problem. It is personal. It affects confidence. It affects opportunity. It affects people’s careers. The project is currently in alpha, but the foundation is in place. I’m looking for contributors interested in: Agentic AI AI agents workflow automation job source adapters web scraping ranking algorithms GraphRAG vector databases semantic search resume parsing document generation local-first software privacy-first AI UI/UX testing and documentation If you’re a developer, designer, AI engineer, student, or someone who has felt the pain of modern job searching, I’d love your feedback, ideas, issues, PRs, or even just a star ⭐ Repo: github.com/vasu-devs/just… Let’s build a better, more transparent job search system together. #OpenSource #AgenticAI #AIAgents #RAG #GraphRAG #Python #FastAPI #ReactJS #TypeScript #Tauri #VectorDatabases #JobSearch #CareerTech #Automation #PrivacyFirst

@buildwithsid Github.com/vasu-devs

kindly share your github profile i wanna judge you

@kunal_twts @nick_realm_01 I have a moltduel domain , should I make and publish a site for agent battles? Rap ones I mean

@nick_realm_01 I wanna see AI wars

now gradient descent has taken over him.

@nick_realm_01 Bro be like , yeah so i published the big bang paper , built it, the POC!

@AdityaShips Finally!!! I can record good demos , LFG

@ziwenxu_ @thsottiaux Idk , could be overall reduction

@Vasu_Devs @thsottiaux i don't know if they reduced the overall credits or just BUGs

a promise is a promise. We got a Codex reset, so it's time… I told @thsottiaux if he reset the limit, I'd upgrade to the $200 plan. He actually did it. So here we go it’s time for codexmaxxxing!!

@buildwithsid Thanks a lot, i love the minimalist style too, but I haven't managed to sit and build my minimalist portfolio

@Vasu_Devs looks cool, i personally like minimalist ones, but still really cool stuff

updated my portfolio website my cleanest design yet 👀

@ziwenxu_ @thsottiaux Ik they fixed the old issue , where it was draining the weekly credits , but post the fix they have reduced the overall credits you get , earlier i could do multiple tasks and wont run out of my 5hr limit , now i do in 1 at max 2 tasks , so they have reduced it ,

@Vasu_Devs @thsottiaux They fixed it 😂 That’s what I suppose to be

@code_kartik Now im too caught up with 1 project , i have other ideas but this one blew up and now i gotta make it better each day

I miss the phase where I use to ship something every weekend now I only sit idle and do nothing.

@rezoundous If you have Money , def not for students

The gap between huge teams and solo builders is getting smaller.

Hey Folks @OpenAI Codex limits are reset and the numbers are back to normal BUT i am a bit suspicious So the usage is back to 100% of 5hr session == 16% of weekly session But i am doubtful that they have reduced the CREDITS significantly , earlier i was getting much more work done with the same plan now it ran out within a single prompt , though i understand that prompts can burn different credits but im sure the one that i gave was not that token hungry and im sus that they have reduced the overall credits. Am I the only one experiencing this?

@thsottiaux LETS GOOOOʻ

Some of you noticed limits drained faster in Codex, we root caused it to an optimization that we rolled back that had an impact on cache hit rates when compacting across long running sessions. We fixed this and have now reset usage limits for all accounts. Enjoy the weekend.

@docsbook @OpenAI @thsottiaux @trekedge @sama @simpsoka Umm lets see

@Vasu_Devs @OpenAI @thsottiaux @trekedge @sama @simpsoka omg, back to claude?

@F2aldi @hiarun02 They just did this permanently

@hiarun02 DeepSeek have 75% off API until end of May. lets see when discount end.

Why does a $5 DeepSeek V4 run feel dangerously close to a $100 Claude Code run now?

@ziwenxu_ not alone

Great news: I burned through ALL my weekly Codex tokens in 2 days on the 5x pro plan 💀 Reminder its 10x before 5/31 

@did0f Well well well , can't give excuses!

@Vasu_Devs Bro someone’s has been cooking A LOT

Codex XHigh on 3 different projects and still all these tokens!!! YOOO what is going on?!? What is the most secure way you know to run this thing no stop all night on long ass well refined specs?

@rezoundous For me , it is! i gotta switch acc and just pray that they fixed this stupid usage bug!

@Vasu_Devs it's the end bro

53% usage in 2 days on Codex $100 Pro plan. And supposedly with 10x promo. Compared to last week, this feels more like 3x plan instead of 5x/10x.

@robinebers wanna see something worse? I ran out of weekly limits in 1.5 sessions

when people ask me: "why did you stop using codex?" this is why 👇🏻 Codex had chat rendering bugs for weeks → constant jitters → text moving a few pixels → skills and file links flashing Codex auto upgrade fails 80% of the time too Codex mobile app also buggy as hell → shows my machine twice → shows old threads that no longer exist → no way to remove connections at all → revoking access and rescanning does nothing everything I touch is bugged clearly I'm the edge case but this honestly sucks