$ cat ~/linkedin/posts/today.json

Everyone is talking about AI agents like they're new. I've been running 50+ automated skills from a monorepo for months. They're cron jobs with better PR.

Everyone is talking about AI agents like they're new. I've been running 50+ automated skills from a monorepo for months. They're cron jobs with better PR. My "agents" are Claude Code sessions that run on a Mac Mini at midnight. They pull SEO data, generate daily briefs, scan Reddit for engagement ...

What's the simplest automation you're running that people would call an "agent" if you put it on a slide deck?

Inspired by Swyx: "Discusses the evolution of AI agents from hype to practical ..." source12000 likes, 450 comments

You don't need Kubernetes to run multi-agent systems. You need a monorepo and good file conventions.

You don't need Kubernetes to run multi-agent systems. You need a monorepo and good file conventions. I run multiple AI systems from one repo. Claude Code handles dev work. A separate Claude instance runs as Nio, my GTM copilot. Qwen 2.5 14B runs locally on Ollama for high-frequency tasks that woul...

If you're running AI workflows in production, what's your actual infra? Not the conference talk version. The real one.

Inspired by Andrej Karpathy: "Explores the infrastructure required for training and deploy..." source25000 likes, 890 comments

Cursor is great for writing code faster. Claude Code is great for replacing entire workflows.

Cursor is great for writing code faster. Claude Code is great for replacing entire workflows. I use both. They solve different problems. Cursor gives you autocomplete on steroids. Inline suggestions. Tab-tab-tab through boilerplate. It makes a good developer faster. Claude Code gives you an auto...

Are you using AI to type faster or to work differently? There's a big gap between the two.

Inspired by Nat Friedman: "Highlights emerging developer tools like Cursor and Replit A..." source8000 likes, 320 comments

I used to send 200+ cold emails a day from a primary domain with no warmup on SalesLoft. Now I build the systems that make that entire motion obsolete.

I used to send 200+ cold emails a day from a primary domain with no warmup on SalesLoft. Now I build the systems that make that entire motion obsolete. The SDR grind taught me things no engineering bootcamp could: ➡️ How buying committees actually form (I built them manually in Salesforce, contac...

Any other former SDRs building the systems now? Would love to hear your path.

Inspired by SaaS Metrics Guy: "Discusses building scalable GTM engines using data-driven ou..." source1200 likes, 45 comments

I was a plumber. Not a metaphor. Actual pipes. Actual wrenches. Actual crawl spaces.

I was a plumber. Not a metaphor. Actual pipes. Actual wrenches. Actual crawl spaces. Then I became an SDR. Then I started automating my own workflows. Now I run a GTM engineering practice with 4 live websites, 50+ AI skills, and a monorepo that ships code while I sleep. The career pivot content o...

Non-traditional background in tech? I want to hear the real version, not the cleaned-up one.

Inspired by Arvid Kahl: "Arvid recounts pivoting from corporate job to solo indie hac..." source8000 likes, 320 comments

My outbound stack has zero SDRs and generates pipeline daily. Full breakdown of what's actually running.

My outbound stack has zero SDRs and generates pipeline daily. Full breakdown of what's actually running. 🔧 Enrichment layer: Clay for company research and contact enrichment. Apollo for contact data. Custom Python scripts that score ICP fit against 12 weighted signals, not just firmographics. 🔧...

Running a similar stack? What's your enrichment layer look like?

Inspired by Kyle Coleman: "Breaks down outbound automation tools and best practices for..." source2100 likes, 78 comments

Building in public isn't a content strategy. It's the most underpriced GTM channel in B2B.

Building in public isn't a content strategy. It's the most underpriced GTM channel in B2B. Every time I share a Clay workflow, a Remotion video pipeline, or a screenshot of my cron logs, I'm doing three things at once: 1. Teaching something useful (content) 2. Demonstrating capability (proof of w...

What's something you built recently that you could share publicly but haven't? The bar is lower than you think.

Inspired by Pieter Levels: "Pieter shares his experience as a solo founder shipping mult..." source12000 likes, 450 comments

Browser automation is about to change GTM engineering the same way Clay changed enrichment. Most people aren't paying attention yet.

Browser automation is about to change GTM engineering the same way Clay changed enrichment. Most people aren't paying attention yet. I'm running Playwright sessions that: ➡️ Visit a prospect's website and extract their tech stack, pricing model, and team size from public pages ➡️ Screenshot their...

Anyone else using browser automation for GTM data collection? Curious what workflows you're running.

Inspired by Addy Osmani: "Dives into web-based developer tools for building AI agents,..." source4500 likes, 180 comments

My most-liked LinkedIn post generated zero pipeline. My most boring post generated three inbound conversations.

My most-liked LinkedIn post generated zero pipeline. My most boring post generated three inbound conversations. The liked post was a hot take about GTM trends. Broad. Relatable. Shareable. 200+ likes. Zero DMs. The boring post was a detailed walkthrough of how I built a two-tier TTL depersonaliza...

What's the most "boring" piece of content you've published that actually drove real business?

Inspired by Dan Ross: "Outlines a content strategy playbook for revenue operations ..." source950 likes, 41 comments

I run 4 websites, 50+ AI skills, and a full GTM engine. Total VC funding: $0. Total employees: me.

I run 4 websites, 50+ AI skills, and a full GTM engine. Total VC funding: $0. Total employees: me. The stack: ✅ 3 Next.js sites on Cloudflare (near-zero hosting costs) ✅ 1 mission control dashboard ✅ Remotion for programmatic video generation ✅ Claude Code for autonomous development sessions ✅ A ...

Solo builders running real GTM infrastructure, what's your monthly burn look like?

Inspired by Sahil Lavingia: "Sahil discusses his career pivot from Pinterest to bootstrap..." source15000 likes, 600 comments