Weaviate
AI Infrastructure · 59.5K followers · LinkedIn benchmark, last 12 months (original)
Momentum vs prior 12 months
Posts
216
+54%Posts/wk
4.1
+52%Avg engagement
55.1
smart avg / post
-49%Momentum
-43%
2nd half of window vs 1st
Engagement trend
Posting volume (bars) vs average engagement per post (line) — page + team, original posts
Momentum over time
Change in average engagement per post vs the previous month — green gaining, red losing
Category mix
Cadence
Average engagement by day posted (Pacific time)
Team contribution
Team data through 2026-07-30 — employee scrapes lag this window; low numbers here mean stale data, not a quiet team.
What drives engagement
Smart avg engagement per post across every post in this window. Gray rows at the bottom are under the sample floor (11+ posts per category, 11+ per format) — too few posts to trust the average.
By category
By format
Best day: Wednesday. Best time block: 3pm–6pm UTC. Timing detail is in the Cadence chart above.
Best performing posts
- 2025-10-07 · Danny Williams · Industry Insight1.5K eng. (1.3K likes · 44 comments · 137 shares)
I've been building RAG systems wrong this whole time. Turns out we're processing 90% irrelevant information. REFRAG fixes this massive incon…
View post → - 2025-11-05 · Danny Williams · Industry Insight823 eng. (706 likes · 24 comments · 93 shares)
Stop predicting tokens with your LLM. Start predicting vectors. Every modern LLM, from GPT to DeepSeek, follows the same fundamental process…
View post → - 2026-02-02 · Danny Williams · Industry Insight608 eng. (524 likes · 17 comments · 67 shares)
91.3% accuracy vs 0%. Same model. Same task. The only difference: treating your prompt as code instead of text. Recursive Language Models (R…
View post → - 2026-03-24 · Company page · Industry Insight545 eng. (470 likes · 4 comments · 71 shares)
AI agents are everywhere now, but most can't explain how they work. Here are the 6 concepts you need to know: 𝟭. 𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 …
View post → - 2026-01-06 · Company page · Industry Insight528 eng. (456 likes · 4 comments · 68 shares)
Your AI agent forgets everything after each conversation. That's not a bug—it's a missing memory architecture. Effective memory management m…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2025-10-28 · ⚙️Mohd S. · Personal Story0 eng. (0 likes · 0 comments · 0 shares)
The moment you trust AI with 'low-stakes' code is the moment it embeds a bug you can't debug. I recently hit an HTTP status code error. Sinc…
View post → - 2025-11-04 · ⚙️Mohd S. · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
Every AI Agent Framework claims to make it easy to switch LLM providers, but what if I need to switch the framework itself? 🤔
View post → - 2025-11-27 · ⚙️Mohd S. · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)
The prevailing defense of the current AI rally is that today's tech giants are "financially solid" compared to the dot-com era start-ups. 🛑…
View post → - 2026-07-23 · Daniel Madalitso Phiri · Celebratory Announcement0 eng. (0 likes · 0 comments · 0 shares)
Front of shirt sponsor, okay ClickHouse, i see yoou
View post → - 2025-10-20 · ⚙️Mohd S. · Personal Story1 eng. (1 likes · 0 comments · 0 shares)
AI once tried to gaslight me. 🫠 I hit an error about HTTP status codes and, since it was a routine fix, I decided to YOLO the task to my AI…
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