DeepWork Group @DeepWorkUS

What it feels like to go from unprofitable, to using AdRecon to snipe proven affiliate campaigns 💰

Codex 5.3 just refactored my entire codebase in one prompt > 372 tool invocations > 500k+ new lines. > 84 new files > full comprehensive docs it modularized everything. broke up monolith files. cleaned up spaghetti and dead code, and even built automated test for everything in the app all of it worked but boy was it boring

Accelerate ⚡️🇺🇸

Accelerate

I wanted to make a shameless post about how I called this years ago, backed up by my older posts. When n8n was a small Indy project that needed real technical skills to even get up and running before using it, I knew it was worth the time and effort to make it the cornerstone of our business for automation. “Omg Matt this is a waste of time, let’s just use Zapier” “Ughh Make.com already does all of this…” “I think you’re over complicating this. N8n takes too much to set up” “Matt, how did you get in my house?” Are all things I heard for over a year from my team and others. But if you knew how to connect the dots it was obvious that @n8n_io understood what their users needed and where the AI/agent space was evolving into. Let me ask you something… When was the last time you saw an AI bro post about how “their Zapier template made them $XYZ” or “RT and follow for this crazy “Make.com workflow”? I’ll wait. Very proud of the team and what they’ve turned N8n into in such a short amount of time. 🥂

n8n.io @n8n_io

8 months ago

🚀 We just raised $180 million in Series C funding, bringing our total funding to $240 million and our valuation to $2.5 billion. Led by @Accel with participation from @MeritechCapital, @Redpoint, @EvanticCapital, @VisionariesVC, T.Capital, and NVentures

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I just spun up a creative writing agent with Grok 4 Heavy and custom instructions as one of my many tests this weekend ✍️ I wanted the first agent create a list of internal-sub-agents, each dedicated to writing a specific element/tone/topic within the final output. Then the following agents act as editors and copywriters taking that content and refining it. Grok 4 Heavy feeling like a shift and the dam is about to break once higher and higher levels of agents are afforded to each user here. @elonmusk / @xai are truly doing God’s work and I love to see it Because yes, it’s fully uncensored and unrestrained too. The future looks bright ⚡️

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Elon Musk @elonmusk

8 months ago

Grok 4 Heavy for the toughest problems. And it gets better almost every week.

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Move slow and win > Move fast and break things

📈 5 Key Takeaways From Analyzing The Twitter/X Algorithm Repo A quick TL;DR to better understand how it (roughly) scores different types of engagement. Bookmark this for a quick and dirty cheat sheet for being more intentional about your strategy here on X to drive more views and engagement. (Remember, reverse engineering viral content involves WAY more than understanding what the beast wants to be fed and the full formula is 100x more complex, but this is interesting data you rarely get from any platform) 1 - The Engagement Hierarchy: The algorithm is heavily optimized for conversation and time spent on the platform. While exact weights are dynamic, analysis reveals a clear hierarchy. Relative to a standard Repost (Weight 1). - Likes: ~0.5 - Repost/Retweets: 1 - Dwell Time (>2 minutes on the Tweet): ~11 to 22 - Reply: ~27 - Conversation (A reply that the original author replies to): ~75 (The key to virality seems to come largely down to maximizing the highest weighted actions: replies and subsequent conversation.) 2 - Foundational Boosts and Penalties: X Premium (Verification) Boost: The code confirms a significant ranking boost for subscribers (estimated between 2x and 4x), crucial for both In-Network and Out-of-Network visibility. 3 - SimClusters: The algorithm uses "SimClusters" to identify communities based on shared interests. Dominating a specific SimCluster is the pathway to broad Out-of-Network distribution. 4 - Media & Links: Tweets with images or videos receive a ranking boost. Conversely, external links are often downranked as they direct users off-platform. 5 - Account Reputation (TweepCred/RealGraph): The algorithm assesses the reputation of an account and the strength of connections between users. Negative actions (being muted, blocked, or reported) severely damage visibility. ⚡️ Here's The Repo Link: Curious to hear anything interesting that stuck out to you guys too that I may not have noticed.

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The difference between criticism and “constructive criticism” is the side of their body they’re holding the knife. Next time you’re tempted to thank someone for it, just remember those same words of advice they say to your face are words of doubt behind your back. It’s not selfless feedback. It’s character assassination in slow motion.

It’s sad we’ve let the AI “sAFetY” bar get this low isn’t it? I never thought I’d life to see humanity’s next leap forward, but I’m even more amazed that we let our biggest achilles heel cripple it form day one. I don’t think it’s unreasonable to say that when people like Max are already speaking of the ‘good old days’ when at least it could laugh at things. Can we all be adults for 10 seconds here and find common ground on this one? I didn’t think so - but anyway… @OpenAI is winning and I hope they continue, but please, @sama, never let it all slip like Apple likely has with the solid aluminum rope™️ they engineered for you to hang them with. I think the sad irony here speaks for itself. If a pharma company released a cure for cancer but chose- no… BRAGGED about how moral and good they were by cutting the active gradient in half to avoid the mild discomfort it caused we would easily call them the villain. And considering that’s exactly what you’re building only orders of magnitude more impactful 😇 I want you to choose the better ending. Trust me, the last time this one guy tried to save the world at this scale they nailed him to a cross, so I’d find peace what they say and still do what you’re here to do

Pazow @MaxPazow

a year ago

@OpenAI Very unhappy with this update. It is more censored, more corporate sounding. Just yesterday the version I had was way more expressive, way more voice control, could even whisper and laugh. Today, it's corporate and very censored. What happened? Why go in this direction?

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Glad to see AI will “never replicate that human touch” and replace any jobs in Hollywood. Yes. Clearly we are 10+ years away from that. I’m sure to will still cost thousands to use as well, not $9/mo or something like that. Go back to bed my little AI Doomers, It’s okay. It’s just a bad dream

Hey AI Doomer’s and AI “sAFeTy” cult members, what was that about this type of thing being 10+ years away? You all seem pretty quiet today. Weird. So anyway…

Imagine if the painstaking process of hand-drawing every frame of animation had been revolutionized by digital tools—only to be dismissed as a fad or “not real animation.” Sounds pretty stupid, right? Now apply that same logic to code and find a new topic to be bitter about. :)

Disruption is innovation in its most refined form. The world is in a period of turmoil and uncertainty, but throughout history, these times have brought the greatest opportunities. #DeepWork

@MatthewSabia @cognition_labs @MediaGlobeUS Let's make some magic together @cognition_labs✨

The world is speeding toward a new definition of reality through technology and AI. ⏳ Will you embrace it, or be left behind?

We believe in keeping our economy free and open for all businesses large and small. Though disappointing and unsettling news, our clients and partners can be confident in the fact that MediaGlobe and @TikTok_US relationship will remain strong. Regardless of the bill's outcome.

TikTok Policy @TikTokPolicy

2 years ago

Our CEO Shou Chew's response to the TikTok ban bill:

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In light of the recent turmoil and news coming out of OpenAI this week our team would like to express our commitment to growth and progress at all costs. DeepWork is committed to building and supporting assets that innovate without apologizing, and value growth over virtue.