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7 contributions to AI Automation Society
Ditch the "Dependency Hell." I built a Statistical Scoring Agent to filter 99% of Reddit noise. πŸš€πŸ“ˆ
Hi everyone! As a builder in the automation space, I’ve realized that "Information Overload" is the biggest tax on our productivity. I used to spend 2 hours every morning scrolling through r/MachineLearning and r/ClaudeAI just to stay updated. As a 3rd-year applied stats student, I decided to stop "guessing" what’s important. I replaced my heavy local setups (no more Docker errors or laptop battery drain πŸ¦€) with a much leaner Reddit Scoring Agent using Maxgent. Here’s the "Data Analyst" logic behind my automation (Check the screenshots): I defined a weighted scoring formula to identify high-value signal instantly: $$Composite Score = Activity \times 0.4 + Timeliness \times 0.3 + Relevance \times 0.3$$ The Workflow: 1. Cloud-Based Scanning: The Agent crawls top subreddits for specific "Agent" keywords in the cloudβ€”Zero local load. 2. Automated Scoring: It ranks every post based on virality and semantic relevance (see the scoring rules table!). 3. Daily Morning Digest: Every morning at 8 AM, it sends me the "Top 10" ranking. Why Maxgent is my go-to "Clowbot Alternative": - 1-Click Setup: I can read Python, but I hate debugging environment errors. This is pure click-and-run. - Hardware Friendly: It doesn't turn my laptop into a space heater while I'm researching. - Logic-Driven: It's not just a scraper; it acts as a reasoning step to curate the best data for me. I’m currently testing this Reddit Scraper & Scorer to optimize my daily research workflow. Drop "DATA" below if you want today’s ranking report or the scoring criteria details! πŸ‘‡
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Ditch the "Dependency Hell." I built a Statistical Scoring Agent to filter 99% of Reddit noise. πŸš€πŸ“ˆ
Stop the "Dependency Hell." I found a 1-click Maxgent alternative for my daily AI research. πŸš€
Hi everyone! As a builder in the automation space, I love the idea of tools like Clowbot, but I’ve recently grown tired of the "hidden costs"β€”the 2-hour environment debugging, the Docker errors, and the way it makes my laptop fan sound like a jet engine. πŸ¦€ Being an applied stats student, I’m obsessed with ROI. If a "productivity" tool takes hours to fix just to save 10 minutes of work, the math doesn't add up. I finally found a much leaner alternative called Maxgent, and it’s been a total game-changer for my daily workflow. Here is how I’m using it for my "Daily Technical Research": - 0 Installation: No Python, no terminal errors. It’s a true 1-click cloud agent that doesn’t drain my battery while I'm on the move. - Smart News Filter: Instead of scrolling for hours, Maxgent scans Skool, Reddit, and tech blogs for me. It sends a 1-minute summary of the 1% high-value info I actually care about. - Save on API & Time: It’s much smarter with token usage than my previous unoptimized local setups, saving me real money every month. I’m currently proving to my mentor that "Simple & Fast" is the only way to scale AI workflows. I have 10 free slots for anyone who wants to skip the debugging and get their morning research automated for FREE. Drop "NEWS" below and I’ll DM you the access! πŸ‘‡
Stop the "Dependency Hell." I found a 1-click Maxgent alternative for my daily AI research. πŸš€
Right pattern for outreach dms
The Right Way to Send a First Message (That Gets Replies) Your first message is not a proposal. It’s a permission check. Structure: Specific observation Light curiosity Zero selling Example: β€œNoticed you’re getting leads from Instagram β€” quick question: how are you handling follow-ups right now?” That’s it. If they reply β†’ you continue. If not β†’ move on. No chasing. No begging. No paragraphs. πŸͺQuestions:-> 1. any add-ons? 2. which pattern you use? 3. any questions from this topic?
4 likes β€’ 1d
Thanks for sharing, it was really enlightening for me.
I optimized my Job Search Pipeline with an AI Agent No more manual matching πŸ€–
Hi Society! πŸ‘‹ As a Junior Applied Stats student interning in the AI space, I hated the high-variance and low efficiency of the traditional job hunt. Spending hours manually tailoring resumes and LinkedIn profiles felt like a "broken system." So, I built an end-to-end Career Automation Pipeline using Maxgent. The Logic Flow: 1. Vectorized Job Matching: Instead of keyword matching, the Agent uses semantic search to find roles that align with my actual skill set (Stats + Ops). 2. LinkedIn Profile Injection: It identifies "keyword gaps" between my profile and top-tier job descriptions, then suggests SEO-optimized rewrites for my 'About' and 'Experience' sections. 3. ATS-Optimized Tweaks: It dynamically adjusts bullet points for each specific high-match role to ensure I pass the initial filters. The Result: Since I deployed this workflow, my "Recruiter Search Appearances" increased significantly. I’m looking for 10 "Automation Minds" here to stress-test this workflow. Does it find the right niches for you? Does the SEO injection feel natural? If you want to automate your career pipeline for FREE, drop "SYSTEM" below and I’ll DM you the access! πŸ‘‡
I optimized my Job Search Pipeline with an AI Agent No more manual matching πŸ€–
0 likes β€’ 2d
@Gee Kay want to try πŸ˜‰it https://waitlist.maxgent.ai/ click on the web page to see the download button, you can download and use it directly. Maxgent doesn't just help you revise your resume, it's a personal assistant that can be online around the clock. Welcome to experience it!πŸ₯³
How I hacked my morning routine: From 1-hour "doom-scrolling" to a 2-min AI briefing. β˜•
Hi everyone! πŸ‘‹ I’m a Junior Applied Statistics student currently interning as an operator for an AI startup. Being in the AI space is exciting, but let’s be real: The industry moves faster than my morning coffee. I was spending over an hour every morning scrolling through X, Reddit, and newsletters just to stay updated. It was exhausting. So, I decided to "eat my own dog food" and built a workflow using Maxgent. The Workflow: Every morning at 8:00 AM, my AI Agent: 1. Scours the web for the latest "AI Agent" and "Automation" breakthroughs. 2. Filters out the hype and summarizes the top 3-5 high-impact news. 3. Pushes a clean, bulleted briefing directly to my inbox. The Result: I get the "Alpha" before I even finish my breakfast. 🍳 No more FOMO, no more manual searching. I need your help! As a student, I'm still learning how to refine these "Agentic Workflows." I want to see if this is actually useful for professional automators like you, or if I’m missing something obvious. I’m looking for 10 people to test this specific "News Briefing Agent" for FREE. In exchange, I just ask for 2 minutes of your "brutal" feedback. Want to save an hour of your morning too? Drop a "NEWS" in the comments and I'll DM you the access! πŸ‘‡
How I hacked my morning routine: From 1-hour "doom-scrolling" to a 2-min AI briefing. β˜•
0 likes β€’ 3d
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@miao-feng-5765
I am very interested in AI Agent, and my team is committed to building our own Agent, looking forward to communicating with you!

Active 3h ago
Joined Feb 24, 2026
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