Jim Deola

Exceptional people are rare. When you find someone wonderful, invest in them. -When you find a great employee, pay them well. -When you find a great friend, prioritize the relationship. -When you find a great spouse, out-love them each day. Relationships are probably the most important part of life. Take care of the great ones.

It's crazy to me how much of software development is 'finding the right way to describe something that doesn't exist yet'. It's a language problem. Figure out the right nouns and verbs, and you can build a system. And LLM's are GREAT at helping you with this.

@LoganTGott Yes

Adam had 2 posts and under 1k impressions on LinkedIn. Now he's landing dream clients on repeat. (Here’s how:) Most agencies struggle on LinkedIn because they're invisible. Their competitors (often with worse offers) are dominating and closing deals by default. I just documented our entire 90-day system that turned Adam from "under the radar" into a recognized SEO authority for B2B SaaS This case study breaks down: → How we rebuilt his profile into an authority page → The ICP-first content strategy we used → Our infographic system that made complex posts digestible → Targeted engagement that got him seen by the right people → How we turned LinkedIn into a sales asset, not just impressions The results in 90 days: - 200,000+ impressions (from under 1,000) - 3,000+ followers in his exact ICP - Consistent inbound leads and clients - Shortened sales cycles (prospects pre-sold by content) This is the exact playbook we used. Want the full breakdown? Follow me and comment "YES" I’ll send it when I get a chance!

Anthropic is donating the Model Context Protocol to the Agentic AI Foundation, a directed fund under the Linux Foundation. In one year, MCP has become a foundational protocol for agentic AI. Joining AAIF ensures MCP remains open and community-driven. anthropic.com/news/donating-…

@LoganTGott Algorithm

I analyzed 577,180 LinkedIn posts. Here's what nobody is telling you about viral posts in 2025: • First 60 minutes determine 15% of your total reach • Carousel posts get 45.85% higher engagement than text • Native video outperforms external links by 1.4x • Specific hook formulas can stop the scroll instantly These aren't theories. They're facts from analyzing over half a million posts. I've documented the complete algorithm breakdown in my 2025 LinkedIn Growth Guide. Inside you'll get: Part 1: LinkedIn Algorithm Mastery (2025) How the Algorithm Works  Part 2: Content Types That Dominate LinkedIn Part 3: Hook Mastery Part 4: Posting Strategy & Timing Optimal Posting Schedule  Part 5: Engagement Tactics That Work CFBR Strategy And SEVEN more parts! Want the complete 2025 algorithm breakdown? 1. Connect with me (I cannot send it if you don’t) 2. Comment "ALGORITHM" I'll send it directly to your DMs. PS - Repost this for priority access to the guide

i should NEVER be sharing this but whatever... i'm dropping Machines Lab, featuring: - 7-day prompt engineering program - 20+ courses for n8n, AI SEO, Twitter, LinkedIn... - 300+ super-prompts for content creation, copywriting, automation... - AI Mentor trained on ALL the courses content it's FREE because i want to build a closed circle of AI Machines, that's why i'm keeping access limited reply "MACHINES" + RT if you want in (must be following me so i can DM)

@niftyinvest Why can’t they trade on ONDO? I just saw stocks available via ONDO in my ledger for 1st time recently

It’s pretty ridiculous that nearly all of North America can’t trade tokenized stocks on the multibillion-dollar $ONDO platform. Luckily, a rival project, $SHIFT, is about to launch and is currently offering an exclusive private sale at 50% off the TGE price, with a fully diluted valuation of just $40M. Unlike $ONDO, $SHIFT is globally accessible — available to everyone — and it’s incubated by major players like Chainlink. The private sale ends in 3 days and is exclusive here: t.me/beanstockcalls

@forgebitz SimpleIcons.org

i like lucide icons but what is a good alternative? every single website looks the same now

@mattpocockuk @thekitze obsidian works great here. Have tons of my to-do’s, notes, and other context available in the same or nearby directory

@thekitze One thing I've done recently is take my todo list and turn it into a 'planning' document with different phases (just a markdown file). As new stuff comes in it gets put onto this list. Makes it easier to see the whole picture. Removes decision space.

interesting observation: for like more than a month i ignored *all* of my personal todos and my life felt fine in the last week i'm doing 5-10 tasks per day and clearing my list and i feel more anxious, less on top of things, and it feels like it won't end?? IGNORANCE IS BLISS?

@niftyinvest Bullish?

@ames_deann They will announce soon

ETHBTC has spent close to a year at this level. Every time it’s dipped this low, it’s come back. Think we’re not revisiting it? You’re cooked. $7k is programmed.

@themarketradar Or did they skip the fruitless early iterations of LLM integrations until something meaningfully impactful arises 🤔

it’s incredible apple was so hyper-focused on making recycled net zero carbon products they actually missed the entire AI wave retardio

@roshanpateI So wack, come up with original content

We hired a college intern. Today's his first day. Here's what he just sent me.

Definitely worth the watch/listen open.spotify.com/episode/6gRJP8…

Join me on KCEX @KCEX_Official to enjoy the lowest fees in the market, free withdrawals, and up to 1000 USDT in futures bonuses! Use my invitation code PUS40O and click here to sign up now: kcex.com/register?invit…

@jh3yy Sick effect but is this a potential security vulnerability?

don't forget to wipe your buttons down after use wipes are provided 👇

@niftyinvest How can I stake BLOCK?

My strategy here is simple: 1) Accumulate free $BLOCK by staking 2) Let the team continuously buy $BLOCK with revenue generated 3) Wait for 50x

Here's how to build an MCP server with a single TypeScript file, and connect it to Claude Code. No build step. No bullshit. Totally transformative.

@traversymedia Educators who don't update their courses do more damage than library authors who update their libraries.

by-hand.ai/dpseek Before the holidays, Leandro von Werra at HuggingFace suggested me to study multihead latent attention. He said that DeepSeek uses it and they built some of the best/cheapest models. That's what initially motivated me to study DeepSeek and prepare a lecture about it. Since then, DeepSeek has been making waves, including the reasoning model they just released yesterday. The timing is great to do a lecture about it. Q: Who is this lecture for? A: Originally for my students but now for anyone with similar technical background and interest. Q: What is my focus? A: How it works, rather than what it can do. Many others have already commented on what it can do (i.e., benchmark results). I like to take you inside the blackbox to understand how it works instead. Q: When? A: Next Tuesday at 11am my local time (Mountain Time) Q: How to join? A: Use the registration link by-hand.ai/dpseek --- How can you support AI by Hand ✍️? 1. Check out our store: store.byhand.ai 2. Repost ♻️