Good old emails and LLMs for automating job tracking
So I spent the last few days building Jobstack. The logic is quite simple. You apply to jobs and you get emails, you trade emails back and forth from interviews, questions and others until the role is either accepted or you are rejected. Also easy to apply to hundreds of roles and not being to know where you stand easily. With Josbtack, you sign up, get a unique email and forward emails to the url. And it uses LLMs to extract company details , tries to find information online about them and presents that to you. Every email you forward becomes part of your timeline with the company. It also…
Good old emails and LLMs for automating job tracking launched on June 21, 2025 with 5 votes and more than 75% of that year's launches.
What it does
In the maker’s words, at launch
So I spent the last few days building Jobstack. The logic is quite simple. You apply to jobs and you get emails, you trade emails back and forth from interviews, questions and others until the role is either accepted or you are rejected. Also easy to apply to hundreds of roles and not being to know where you stand…
Does a similar job
all alternatives →
Wobo - AI Job SearchJun 2026 · wobo.ai · ▲314Hey HN, I'm Serdar, and after getting laid off, I found myself drowning in job applications. LinkedIn, Dice, Otta and company websites were exhausting and demoralizing. That's why my friend and I created Wobo (wobo.ai) – an AI recruiter that automates the entire process. But Wobo goes beyond just matching keywords on your resume. We use LLMs and a series of specialized questions to create a detailed "persona" of you, capturing not just your skills and experience, but also your personality and how you approach different situations. Here's how Wobo works: Gets to know you: We analyze your…
I built didtheyghost.me, open-source tool for your next job search2025 · didtheyghost.me · ▲66(not sure why my previous post didn't appear on Show HN even though I included it in the title, mods please remove if not allowed) Ever applied for a job and never heard back? Many companies just go silent instead of sending rejection emails, leaving you guessing whether to keep waiting or move on. I faced this frustration during my own internship search, especially when there was no real point of contact (automated replies don't count, lol). So, I built didtheyghost.me, a simple open-source tool that crowdsources job application responses. This isn't a job scraper or another job board. It's…
JobTrackProDec 2025 · thughari.github.io · ▲7Hi HN, I built an open-source job tracker that removes manual updates by ingesting job-related emails. Instead of asking users to log applications or update statuses, the system listens to forwarded emails, extracts structured data using an LLM, and updates the application pipeline automatically. The interesting parts from an engineering perspective: - Event-driven email ingestion via webhooks - LLM-based extraction with deterministic backend decisions - Fuzzy matching to upsert applications instead of creating duplicates - Server-side aggregation and caching instead of heavy DB queries -…
- IUI used an LLM to parse HN Who's Hiring comments to structured job data2024 · hnjobsai.vercel.app · ▲16
Hello! I used an LLM to extract structured data from each comment on the “Ask HN: Who is Hiring? (January 2024)” post, available at: https://news.ycombinator.com/item?id=38842977. This created a dataset of 400+ jobs with data such as title, company name, location, is job remote, salary data, and the URL/email to contact. For the UI, a NextJS static site was created to filter and view the structured data.
RankResumeMar 2026 · rankresume.io · ▲14I’m excited to share my second SaaS project, RankResume (https://rankresume.io), following my first launch, IdeaPulse (https://ideapulse.io). As a job seeker, I was frustrated by the constant need to tweak my resume for each application to get past ATS filters and to land the first phone screen. I built RankResume to tackle that problem by letting you upload your resume and provide a job description or URL which it then generates a tailored resume and cover letter that highlights the most relevant skills and keywords for that specific opportunity. I built this out of…
More work this month
the category →
Endless lofi beats composed live in your browser, over pixel-art nights in Paris, Tokyo, New York, Hong Kong, Sydney, San Francisco and more. Free, no sign-up.
Work · 26d ago · loficities.com
Smooth Recorder▲257Mac screen recordings that look edited when you hit stop
Work · 20d ago · smoothrecorder.com
Work · 14d ago · readrare.com
Source: Show HN post ↗ · launch text quoted in part
Launched alongside, June 2025
the whole month →- IM
Hey HN! Pilots everywhere are required to keep a logbook of all their flying hours, aircraft, airports, and so on. Since I track everything digitally (some people still just use paper logbooks!), I put together some data visualizations and a few 3D globes to show my flying history. This globe is probably my favourite so far: https://jameshard.ing/pilot/globes/all If you’ve got ideas for other graphs or ways to show this kind of data, I’d love to hear them!
Life & fun · 2025 · jameshard.ing
Stunning presentations with AI. No design skills required.
AI · 2025 · chroniclehq.com
Build native mobile apps for iOS and Android without code.
Dev tools · 2025 · bble.io
All your connections, across all your socials.
AI · 2025 · pally.com
I was the main contributor to workout.lol, an open-source fitness app to easily build a workout routine. The project had traction (1.4k GitHub stars, 95 forks, ~20K visits/month), but was eventually sold due to video licensing hurdles. The new owner stopped maintaining it, and the repo went abandoned. Over the next 9 months, I sent 15 emails to try to save it : no replies. Feature requests & issues were ignored. The community was left with a "broken" tool let's say. I couldn't just let it die So I built the new version from scratch with the same open-source spirit, but a better…
Dev tools · 2025 · github.com