Blog

How we build Replya, what the numbers say, and how to show up on LinkedIn without it eating your day.

1. September 23, 2026Replya vs ChatGPT for LinkedIn commentsThe same two posts, both tools, unedited output side by side, and where each one is the better fit.Product, 6 min read
2. September 23, 2026A 15-minute LinkedIn commenting routine for foundersWhose posts to comment on, what makes a comment worth leaving, and how to fit it into 15 minutes a day.Founders, 6 min read
3. September 23, 2026What 41,000 LinkedIn comment requests taught usWhich tones people pick, when they comment, and what the people who keep using Replya do differently.Data, 6 min read
4. July 4, 2026How We Built an AI Comment Generator That Doesn't Sound Like AIThe prompt engineering stack behind human-quality comment generation.Engineering, 8 min read
5. July 4, 2026Why Free is 10 a day now, and Pro is 100What we learned running a 100-a-day free plan, and why the free cap changed.Product, 5 min read
6. July 4, 2026Parse or Perish: How We Extract Structured JSON from Unreliable LLM OutputsA three-tier fallback system for extracting structured data from LLM responses.Engineering, 7 min read