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Dev Tools & Infrastructure · 299.0K followers · LinkedIn benchmark, last 12 months (original)

data through 2026-07-31

Report card vs prior 12 months

Posts

252

+500%

Posts/wk

4.8

+500%

Median eng.

52.5

-34%

Smart avg

72.9

-52%

Total eng.

20.6K

+217%

Baseline vs market

  • Median engagement 52.5 top 38% of 87 tracked companies · top 64% of Dev Tools & Infrastructure (n=11)
  • Posts per week 4.8 top 39% of 87 tracked companies · top 55% of Dev Tools & Infrastructure (n=11)
  • Engagement per 1K followers 0.27 top 96% of 84 tracked companies · top 90% of Dev Tools & Infrastructure (n=10)

What worked

  • Celebratory Announcement — smart avg 106.5 across 16 posts (2× typical)
  • Event — smart avg 77.5 across 66 posts (1.5× typical)
  • Product Update — smart avg 74.2 across 99 posts (1.4× typical)
  • Industry Insight — smart avg 51.4 across 54 posts (1× typical)

Best format: Carousel (smart avg 119.5, 15 posts). Best day: Friday. Best time block: 6pm–9pm UTC. Floors: 13+ posts per category, 13+ per timing bucket.

Who carried it

  • 1. Rowan Trollope · CEO3.2K engagement over 17 posts (89% of team engagement)
  • 2. Megan Boone · Head of Marketing262 engagement over 1 posts (7% of team engagement)
  • 3. Tony Tiscornia · CFO98 engagement over 1 posts (3% of team engagement)

Top-person dependency: 89% of team engagement rides on one poster.

Top posts

  • 2025-12-09 · Rowan Trollope · Meme / Humor1.4K eng. (1.3K likes · 45 comments · 37 shares)

    no hallucinations

    View post →
  • 2025-11-24 · Rowan Trollope · Industry Insight638 eng. (604 likes · 9 comments · 25 shares)

    You can’t scale intelligent behavior without managing agent memory. AI models don’t fail because they’re slow—they fail because they forget.

    View post →
  • 2026-01-27 · Company page · Celebratory Announcement636 eng. (474 likes · 7 comments · 155 shares)

    We just crossed $300M in ARR. It's a big moment for us that comes as we're seeing high demand for infrastructure for AI and agentic systems.

    View post →

Summary

  • Posting pace rose 500% vs the prior 12 months (0.8/wk → 4.8/wk).
  • Typical-post engagement fell 34% (median 80 → 52.5).
  • Celebratory Announcement posts earned 2× the company's typical post (16 posts).
  • Rowan Trollope drove 89% of team engagement — a single-poster dependency worth watching.
  • Median engagement of 52.5 sits in the top 38% of 87 tracked companies.
2025-08-022026-08-02 · Benchmark by Imagine AI · methodology at benchmark.imagineai.me/dashboard/methodology