Replying to bigger accounts in my niche every morning did more for my growth in 30 days than 6 months of posting into the void.

Shipped my first paid feature this week and landed 3 customers from a single reply thread. Building in public actually works 🙌

The accounts growing fastest right now aren’t posting more — they’re replying first in the right conversations. Timing beats volume.

Controversial take: Most AI wrappers will die in the next 12 months. Only those building real moats — proprietary data, unique UX, vertical integration — will survive. The "ChatGPT but for X" era is ending.

Just shipped a new feature using AI-assisted coding. What used to take 2 days took 4 hours. The productivity gains are absolutely real 🔥 Tools I used: • Cursor for code generation • Claude for architecture planning • GitHub Copilot for boilerplate

New paper alert 📄 We achieved 94.2% accuracy on cross-lingual transfer learning using only 1% of the training data. Key insight: pre-training on code dramatically improves language understanding across all tasks.

Deployed our ML pipeline using Kubernetes and it's been rock solid for 3 months now. Zero downtime. Happy to share the architecture if anyone's interested. DM me or reply here 👇

Year 2 of our startup journey: • 50K users • $2M ARR • Team of 12 • Zero paid marketing The secret? We built in public and let our community do the talking. Here's everything I learned about organic growth 👇