HydraDB

Report card vs prior 12 months

Baseline vs market

• Median engagement 63 — top 29% of 87 tracked companies · top 36% of Dev Tools & Infrastructure (n=11)
• Posts per week 0.3 — top 98% of 87 tracked companies · top 100% of Dev Tools & Infrastructure (n=11)
• Engagement per 1K followers 82.66 — top 5% of 84 tracked companies · top 10% of Dev Tools & Infrastructure (n=10)

What worked

• Industry Insight — smart avg 275.9 across 9 posts (4.4× typical)

Best format: Text only (smart avg 259, 8 posts). Best time block: 9pm–12am UTC. Floors: 8+ posts per category, 8+ per timing bucket.

Who carried it

• 1. Nishkarsh Srivastava · CEO — 5.0K engagement over 10 posts (100% of team engagement)

Top-person dependency: 100% of team engagement rides on one poster.

Top posts

• 2026-03-12 · Nishkarsh Srivastava · Celebratory Announcement3.5K eng. (3.0K likes · 393 comments · 137 shares)

  We've raised $6.5M to kill vector databases. 🎉 Every system today retrieves context the same way: vector search that stores everything as f…

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• 2026-03-25 · Nishkarsh Srivastava · Industry Insight818 eng. (764 likes · 49 comments · 5 shares)

  Most AI agents are missing something obvious. Everyone talks about reasoning. But when given a task, the AI isn't reasoning the way you migh…

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• 2026-04-28 · Nishkarsh Srivastava · Industry Insight185 eng. (166 likes · 11 comments · 8 shares)

  "Agents Are Dumb Token Predictors" -- Arko C. AI agents are everywhere right now. Every startup, every framework, every demo. But strip away…

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Summary

• Posting pace fell 25% vs the prior 12 months (0.4/wk → 0.3/wk).
• Typical-post engagement rose 142% (median 26 → 63).
• Industry Insight posts earned 4.4× the company's typical post (9 posts).
• Nishkarsh Srivastava drove 100% of team engagement — a single-poster dependency worth watching.
• Median engagement of 63 sits in the top 29% of 87 tracked companies.