LinkedIn Content Strategy & Writing Style
Scale Without Increasing Headcount | Founder & CEO @ Uppit AI
4 people tracking this creator on Viral Brain
Nate Herkelman positions himself as a high-velocity AI implementation architect who bridges the gap between raw LLM capabilities and practical business scaling. His content strategy centers on "vibe coding" and rapid prototyping, specifically leveraging tools like Claude Code and Gemini to build autonomous agentic workflows that solve "boring" but high-value operational bottlenecks. He is notable for his aggressive transparency and technical benchmarking, often running head-to-head model tests or building live demos that prove ROI before discussing theory. By intersecting developer-level technical tutorials with executive-level outcomes, Nate transforms complex AI research previews into turnkey systems for increasing headcount efficiency without increasing costs.
47.4K
1.8K
329
—
10.3
82
4
How to Actually Deliver n8n AI Projects to Clients This is one of the most common questions I get, and it can definitely feel confusing. In fact, I've tried tons of different methods, but I just dr…
Claude Code builds better n8n workflows than I do. Claude Code has been exploding lately, and I've finally started getting my hands dirty. Before creating content on it, I wanted to answer one quest…
How to Build ANYTHING with Claude Code and n8n When you supercharge Claude Code with n8n knowledge, you can turn any existing n8n workflow into a usable web app in under 30 minutes. Here’s what make…
I uploaded 29 YouTube videos in the past 28 days. 4.1M views. 280K watch hours. 68K new subscribers. And I even took a full week off. My community is asking me things like "Do you ever sleep?" and "…
Google's New Tool Just Solved a Major Claude Code Problem If you've ever tried to get Claude Code to create a Google Doc, you know the pain. It uses the API, and you end up with something that looks…
All of Claude Code Just Leaked… Here's How to Become a Top 1% User Anthropic accidentally published an NPM package with a source map pointing to the full Claude Code codebase. A security researcher…
10.3 posts/week
Posts / Week
0.8 days
Days Between Posts
4
Total Posts Analyzed
HIGH
Posting Frequency
329.1%
Avg Engagement Rate
STABLE
Performance Trend
320
Avg Length (Words)
HIGH
Depth Level
ADVANCED
Expertise Level
0.86/10
Uniqueness Score
YES
Question Usage
0.25%
Response Rate
Writing style breakdown
<start of post>
Claude Code Just Solved the 'Context Window' Problem for Good
Anthropic just released a native integration for 'Context Pruning' within Claude Code, and it changes how we handle massive repositories.
→ Most agents get 'lost' once a project hits 50+ files
→ Claude now identifies which files are 'stale' and removes them from the active window
→ You save 40% on API costs while increasing accuracy
I ran a stress test on a legacy codebase with 1,200 files. Usually, Claude would hallucinate or hit a limit within five minutes.
This time, it mapped the dependencies first. It 'pruned' the CSS and asset folders it didn't need. It focused only on the logic.
The result: a full refactor of the auth flow in one single pass. No errors. No 'context full' warnings.
I just dropped a 12 minute YouTube video walking through the benchmark results, the setup command, and a live refactor.
Here's the thing: most people think more context is always better. It's not. Better context is better.
1️⃣ Update to the latest version: npm install -g @anthropic-ai/claude-code
2️⃣ Run the new prune command: /context-prune --smart
3️⃣ Watch the sub-agent categorize your files in real-time
→ It currently favors TypeScript and Python files
→ You can 'pin' specific files so they never get pruned
→ It works best when paired with the new Memory 2.0 features
Key takeaway: Stop trying to feed the AI everything. Start using tools that know what to ignore.
Link to the full video is in the comments 👇
<end of post>
Sign in to unlock the full writing analysis
Nail your LinkedIn strategy with ViralBrain.
Analyze and write in Nate Herkelman's style. Grow your LinkedIn to the next level.