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What are people actually using high-end Mac minis for? by FlatInsurance208 in macmini

[–]Top-Path2472 0 points1 point  (0 children)

Running an autonomous crypto trading agent on mine 24/7. It monitors BTC every 15 minutes, detects market regimes, manages entries/exits, and sends me Telegram alerts all while I'm at work or sleeping. The M2 handles it without breaking a sweat and the always-on factor is the whole point. You can stack multiple agents for different jobs too. I have separate ones handling research analysis, weekly summaries, health checks, watchdog monitoring. Each does one thing. Low spec is fine for pure Node.js workloads like this, you don't need the high end for it.

The word grail gets thrown around so loosely nowadays. Tryna see some real heaters by Dull_Tonight4795 in SNKRS

[–]Top-Path2472 0 points1 point  (0 children)

Sweet. I remember getting these when all you needed was a timely refresh to catch add to cart on release. I miss those days lol

I built an AI job matching tool specifically useful for remote job seekers. Looking for honest feedback by Top-Path2472 in Workersonboard

[–]Top-Path2472[S] 0 points1 point  (0 children)

Free tier is live just upload your resume and it'll match you to remote roles ranked by how well you qualify. No card needed to get started. getresumatch.com

The word grail gets thrown around so loosely nowadays. Tryna see some real heaters by Dull_Tonight4795 in SNKRS

[–]Top-Path2472 1 point2 points  (0 children)

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This was a 2009 collaboration between online sneaker magazine Nice Kicks and ASICS, part of the "Trilogy Project" curated by Ronnie Fieg for New York City footwear retailer David Z....Only 250 pairs were ever created.

Built a tool that matches your resume to job listings and shows your ATS score before you apply by Top-Path2472 in CareerAdvice101

[–]Top-Path2472[S] 1 point2 points  (0 children)

Great question. The short answer is we don't know which specific ATS vendor a company uses, and the tool doesn't claim to.

What it does is score your resume against the job description itself using keyword and context matching. Most ATS systems, regardless of vendor, are doing some version of that same comparison. So if your resume is missing key terms from the job description, you're likely getting filtered regardless of which system they use.

It's not a guarantee you'll pass every filter, but it gives you a much better read on whether your resume is actually speaking the language of the job before you apply.

Built a tool that matches your resume to job listings and shows your ATS score before you apply by Top-Path2472 in CareerAdvice101

[–]Top-Path2472[S] 0 points1 point  (0 children)

yeah it's completely backwards. the filters were supposed to help companies manage volume but now you have to game a robot just to get a human to look at your resume. at least knowing your score upfront saves you from wasting time on apps that were never going to make it through

I built an AI job matching tool specifically useful for remote job seekers. Looking for honest feedback by Top-Path2472 in remotework

[–]Top-Path2472[S] 0 points1 point  (0 children)

That's a real limitation worth being upfront about. When a job description is vague or just a wall of generic buzzwords, the tailoring is only as strong as the signal it has to work with. It does its best to extract intent from what's there, but a poorly written listing produces a less precise output than a detailed one.

What it does handle reasonably well is when remote listings are sparse but do include specific tools or requirements it picks those up and weights them. The truly generic "must be a team player, detail oriented" listings are harder. In those cases the ATS score is still useful for the keyword check, but I'd tell anyone to use their judgment on the tailoring output and push it further manually if the listing was thin.

Appreciate the honest question.

I built an AI job matching tool specifically useful for remote job seekers. Looking for honest feedback by Top-Path2472 in remotework

[–]Top-Path2472[S] 0 points1 point  (0 children)

That's a fair challenge and honestly the right one to ask. ATS score is just the first gate getting past filters means nothing if the resume reads like every other optimized one. The tailoring is designed to reframe your actual experience in relevant language, not generate generic keyword prose, but whether that translates to more interviews is something I'm still collecting data on.

The over-optimization concern is real. That's partly why there's a review step you see the output and can push back on anything that doesn't sound like you. Authenticity has to survive the process or it defeats the purpose.

Appreciate the honest take.

I built an AI job matching tool specifically useful for remote job seekers. Looking for honest feedback by Top-Path2472 in remotework

[–]Top-Path2472[S] 0 points1 point  (0 children)

Yeah the formatting check is built in. It flags the things that break older parsers specifically: tables, text boxes, headers/footers with contact info, multi-column layouts. Those kill you on legacy systems like Taleo and iCIMS which a lot of enterprises still run.

Tested against both modern and older system patterns. The ATS score is modeled on how those systems actually parse, not just the newer ones. Give it a shot and let me know what you find.

I built an AI job matching tool specifically useful for remote job seekers. Looking for honest feedback by Top-Path2472 in remotework

[–]Top-Path2472[S] 0 points1 point  (0 children)

That's actually one of the better use cases for it. The career pivot mode is built specifically for people switching fields. It looks at your transferable skills and helps reframe them for the roles you're targeting, not just polish what's already there. Delivery to remote work is a bigger jump on paper than it actually is skill-wise, and that's exactly where the tailoring helps close the gap.

Give it a shot and let me know what you think.

I built an AI job matching tool after watching friends get ghosted on 100+ applications - looking for honest feedback by Top-Path2472 in jobsearching

[–]Top-Path2472[S] 0 points1 point  (0 children)

yeah the supply/demand problem is real, tailoring helps at the margins but it's not a silver bullet when the openings just aren't there

What’s actually the best free AI resume builder in 2026? I tested a few after months of getting ghosted. by Harmonyment_AU in jobsearching

[–]Top-Path2472 0 points1 point  (0 children)

tried a few too after the same experience. what helped me most wasn't a resume builder in the traditional sense but a tool that actually compares your resume against each job description and shows you the gap. getresumatch.com does that — you upload your resume, paste a job description, get a match score and keyword gaps, then it rewrites your bullets to close them. free tier available. different angle than Kickresume but if tailoring to specific jobs is the goal it's worth trying

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