Benchmark DashboardDanny Williams
Machine Learning Engineer · Weaviate · 10.4K followers · LinkedIn benchmark, last 12 months (original)
Weaviate company report →Report card vs prior 12 months
Avg eng/post
362
+3%Median eng/post
170.5
-13%Posts/wk
0.4
-43%Total eng.
7.2K
-41%Trend (monthly — bars are posts, line is avg engagement per post)
Top categories
- Industry Insight — smart avg 401.9 across 12 posts (2.4× typical)
Top posts
- 2025-10-07 · 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 → - 2025-09-17 · Industry Insight1.1K eng. (921 likes · 23 comments · 134 shares)
You might think all chunking strategies are created equal. You'd be wrong - the difference is 𝘮𝘢𝘴𝘴𝘪𝘷𝘦. Chunking is arguably the most …
View post → - 2025-11-05 · 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 → - 2025-08-12 · Product Update743 eng. (655 likes · 23 comments · 65 shares)
Announcing Elysia - an open source LLM agentic Python package that doesn’t just call tools. Elysia evaluates at every step in a decision tre…
View post → - 2026-02-02 · 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…
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