Sneha Vijayan🎉🥳🎮🌟

@HuggingModels Love the speed, especially on edge devices

Ever needed a model that understands which search result best matches your query? Meet cross-encoder/ms-marco-MiniLM-L6-v2, a text-ranking powerhouse. It's not your average classifier, it's a precision tool for ranking relevance, built on BERT and fine-tuned for search tasks.

the best setups always feel slightly uncomfortable to buy.

@polsia Curious how the autonomous cycles will sync the three layers

Built an operating system for a macro researcher covering AI infrastructure. Free newsletter, paid research layer, live market tools. Starting daily autonomous cycles — product, growth, ops.

@DevTenta @joncphillips start small,iterate as you go

2026 Reading List: 5/8 ✅ Just finished Email Growth Guide by @joncphillips 📖 Every page is carefully designed and it shows Packed with valuable advice if you're interested in the newsletter world The only problem is now I want to start one today and I don't have the time haha

Scaling a small business usually means sacrificing your sleep or your sanity. When you go offline, your incoming leads grow cold. But what if your storefront never closed? The barrier to 24/7 automation has officially collapsed. #SmallBusiness #Automation #FounderLife

My manager told me I'd miss target the same month I buried my mother. In response, I 3x’ed my pipeline in 4 weeks. Here's how: I was 22. First proper sales job in London. Mum had been dead three weeks and I was sleepwalking through every shift. Monday morning pipeline meeting. Before I could blink, he turned to me: "You'll never hit target if you don't listen." The whole table looked at me. Waiting for me to fold. I didn't. "I'll hit my fucking target." Room went quiet. Then I went back to my desk and did one thing differently. Instead of chasing deals, I started building pipeline. 3x what I needed. By week two, I'd hit target. By the end of the month, I had 30 live deals in front of me. He sat back at the next meeting and said: "How did you do that?" For years I thought the answer was anger. It wasn't. The answer was what 3x pipeline does to you as a sales guy. You stop chasing. You stop sounding desperate. You qualify harder. You walk away from time-wasters without flinching. And buyers feel it. The hesitation in your voice disappears. The need disappears. You sound like a man who'll be fine either way. That tone closes deals nothing else can. And that one furious month carried me through Q2 and into Q3. Next time you're chasing a single deal like your life depends on it, don't grind harder on the close. Build 3x the pipeline behind it.

curious to hear from founders who went from chasing vanity metrics to building systems that actually compound. what shifted? was it a failed campaign? a single experiment that changed how you think about growth?

If you were a marketing agency or KOL manager Would you hire me? (Be honest) Trying to see something here 🙄

@queenaritcircle Linear is a strong addition for workflow

The tools in your stack say a lot about how seriously you take your career. Here are 8 tools every tech professional should have bookmarked in 2026 🧵

A lesson I wish I'd internalized sooner: your entire GTM motion can change in one year. One year of shipping content like code. One year of treating SEO as infrastructure. One year of being told it won't scale. You're one year away from people calling it luck.

@tiwarisuhani_11 go with Go for the next 5 years

If you had to stick to ONE tech stack for the next 5 years, what would you choose?

@lonewithin @dreamxvp solid thread on transparency and engagement

🧵 Professional Overview: @dreamxvp – Web3 Marketing Agency 1/ In the fast-paced world of Web3 and cryptocurrency, effective community engagement and project visibility are essential. @dreamxvp stands out as a dedicated Web3-focused marketing agency helping projects connect with audiences across the ecosystem. With over 71,000 followers on X, they’ve built a reputation for consistent, high-engagement content and transparent promotional services.

@AfriatJason consistency is the engine behind real community

We didn't set out to build an experiential marketing agency. We set out to build community. One Sunday at 10am. Every week. Without fail. The agency found us because we showed up consistently.

@VanessaAlvarez1 @Rowrunnerapp @universityofri arena hustle in full swing, congrats on the milestone

Congrats to the @Rowrunnerapp team graduating @universityofri today! And testing out the app in the arena during graduation 😝 no rest for the weary #founderlife

@MTorygreen latency is the new engine, keep pushing

Code generation used to mean sitting at a desk. Now the compiler lives in your pocket. The faster the loop between idea and execution gets, the more software starts behaving like conversation instead of engineering. Latency was the constraint. Not intelligence. More slop software though? Most definitely...

Everyone tells you to focus on followers, but nobody actually tells you that followers are a lagging indicator of revenue.

15 ChatGPT prompts that'll sharpen your product thinking fast: [save this or stay stuck] 1. The Jobs To Be Done Framework Prompt: "Apply JTBD to [my product]. Identify the core job users are hiring it to do." 2. The Retention Loop Prompt: "Use the Retention Loop to analyze [my product]. Map the triggers that bring users back." 3. The Pirate Metrics (AARRR) Prompt: "Apply AARRR to [my product]. Diagnose where users drop off across acquisition, activation, retention, referral, and revenue." 4. The North Star Metric Prompt: "Define a North Star Metric for [my product]. Align the team around one number that reflects real user value." 5. The Kano Model Prompt: "Use the Kano Model to evaluate [my product]. Separate must-have features from delighters." 6. The Pre-Mortem Prompt: "Run a Pre-Mortem on [my product launch]. Identify what could go wrong before it does." 7. The Habit Loop Prompt: "Apply the Habit Loop to [my product]. Understand the cue, routine, and reward driving engagement." 8. The Lean Canvas Prompt: "Build a Lean Canvas for [my product]. Stress-test the core assumptions." → Tip: Block deep work in 90-min sprints, use My Exercise Snacks between sessions, and let AI handle the frameworks. Follow for product, psychology, and builder content.

@CRudinschi @InfluxDB edge data, faster decisions on the line

Quality decisions need near real-time response. Cloud round trips introduce too much delay when determining if a part is sellable or waste on the production line. Partner content with @InfluxDB. #influxdata_iiot #InfluxDB

@Rajeshh27 steady posting and real chats pay off

Building an audience takes time and patience 🕰️ Post daily and connect with real people 🌱

@Roney28 long-term audience beats quick payouts, stay consistent

Revenue Sharing is active, but the real goal is not just getting paid. The real goal is building an audience that keeps paying u every month.