ScyllaDB

What drives engagement

Smart avg engagement per post across every post in this window. Gray rows at the bottom are under the sample floor (8+ posts per category, 8+ per format) — too few posts to trust the average.

Best time block: 12pm–3pm UTC. Timing detail is in the Cadence chart above.

Best performing posts

• 2026-07-27 · Scotty May · Industry Insight26 eng. (26 likes · 0 comments · 0 shares)

  🚨 Throwing more GPUs at your LLM won't solve your scaling problem. Here is the silent bottleneck quietly breaking production AI architectur…

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• 2026-07-13 · Scotty May · Customer Highlight22 eng. (20 likes · 1 comments · 1 shares)

  What happens in the 50 milliseconds after you click “Pay” on PayPal? Behind the scenes, a massive high-stakes battle against fraud takes pla…

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• 2026-07-31 · Scotty May · Product Update17 eng. (10 likes · 1 comments · 6 shares)

  LangGraph makes building agentic workflows effortless. But scaling those agents to enterprise production? That’s a state management challeng…

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• 2026-07-28 · Scotty May · Event16 eng. (13 likes · 1 comments · 2 shares)

  Agentic AI is officially pushing real-time fraud detection into high gear. ⚡️ At the AMD Advancing AI 2026 event, Aerospike showcased its wo…

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• 2026-07-14 · Scotty May · Customer Highlight16 eng. (14 likes · 0 comments · 2 shares)

  How do you scale your fraud data by 1,000% while slashing transaction latency by 80%? 💳 Ask Barclays. Processing tens of millions of paymen…

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Worst performing posts — settled posts only (published ≥7 days before the data edge)

• 2026-07-14 · Michael Malgeri · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)

  Worth 2 minutes IMO #ai #datacenters.

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• 2026-07-16 · Michael Malgeri · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)

  This is similar to President Carter asking citizens to where sweaters. President Carter was largely considered politically left-of-center, b…

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• 2026-07-22 · Scotty May · Customer Highlight4 eng. (4 likes · 0 comments · 0 shares)

  Milliseconds matter when you’re processing 30 million transactions a day. ⏱️💳 For Barclays, fraud detection sits directly in the payment au…

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• 2026-07-23 · Scotty May · Industry Insight4 eng. (3 likes · 0 comments · 1 shares)

  Are you paying 10x more for your cloud database infrastructure just to get a fraction of the performance? A benchmark study by McKnight Cons…

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• 2026-07-29 · Scotty May · Industry Insight4 eng. (4 likes · 0 comments · 0 shares)

  Redis is every engineering team’s default starting point for speed. And for good reason -- it’s simple, low-latency, and fast to ship. Until…

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