Benchmark DashboardNishkarsh Srivastava
CEO · HydraDB · 9.8K followers · LinkedIn benchmark, last 12 months (original)
HydraDB company report →Report card vs prior 12 months
Avg eng/post
497
+894%Median eng/post
71
+163%Posts/wk
0.2
-50%Total eng.
5.0K
+375%Trend (monthly — bars are posts, line is avg engagement per post)
Top categories
No category clears the 8-post floor in this window.
Top posts
- 2026-03-12 · 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…
View post → - 2026-03-25 · 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…
View post → - 2026-04-28 · 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…
View post → - 2026-03-31 · Product Update174 eng. (154 likes · 12 comments · 8 shares)
AI agents are failing in production...not a surprise. As you scale your knowledge base, embeddings start creating noise. It’s called ‘semant…
View post → - 2026-04-11 · Industry Insight79 eng. (68 likes · 10 comments · 1 shares)
There's a trend around token-maxxing in SF. Guess who kicked it off?
View post →