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Dev Tools & Infrastructure · 4.0K followers · LinkedIn benchmark, last 90 days (original)

data through 2026-08-03

Report card vs prior 90 days

Posts

66

-20%

Posts/wk

5.1

-22%

Median eng.

12.5

-17%

Smart avg

31.9

+9%

Total eng.

2.7K

-2%

Baseline vs market

  • Median engagement 12.5 top 80% of 75 tracked companies · top 69% of Dev Tools & Infrastructure (n=13)
  • Posts per week 5.1 top 45% of 75 tracked companies · top 54% of Dev Tools & Infrastructure (n=13)
  • Engagement per 1K followers 10.18 top 12% of 75 tracked companies · top 23% of Dev Tools & Infrastructure (n=13)

What worked

  • Industry Insight — smart avg 42.3 across 31 posts (3.4× typical)
  • Product Update — smart avg 25.7 across 25 posts (2.1× typical)

Best format: Image (smart avg 47.6, 36 posts). Best day: Tuesday. Best time block: 6pm–9pm UTC. Floors: 8+ posts per category, 8+ per timing bucket.

Who carried it

  • 1. Joel Griffith · Chief Executive Officer2.3K engagement over 39 posts (92% of team engagement)
  • 2. Sean Yang · COO/CPO116 engagement over 3 posts (5% of team engagement)
  • 3. Greg Lazarus · Director55 engagement over 1 posts (2% of team engagement)

Top-person dependency: 92% of team engagement rides on one poster.

Top posts

  • 2026-05-19 · Joel Griffith · Meme / Humor566 eng. (467 likes · 87 comments · 12 shares)

    “AI-native” is by far the most nonsensical BS of the year. It literally means nothing and I’m yet to see it used in a meaningful way. In mos

    View post →
  • 2026-06-22 · Joel Griffith · Industry Insight403 eng. (307 likes · 82 comments · 14 shares)

    Unpopular opinion, but as far as AI goes: this is a win-win-win. Founders get a better product. Engineers get paid. Users get a better exper

    View post →
  • 2026-06-24 · Joel Griffith · Industry Insight228 eng. (159 likes · 68 comments · 1 shares)

    Replacing Claude with open-source models seemed like a joke a month ago. But GLM-5.2 is quickly changing the conversation. As software engin

    View post →

Summary

  • Posting pace fell 22% vs the prior 90 days (6.5/wk → 5.1/wk).
  • Typical-post engagement fell 17% (median 15 → 12.5).
  • Industry Insight posts earned 3.4× the company's typical post (31 posts).
  • Joel Griffith drove 92% of team engagement — a single-poster dependency worth watching.
  • Median engagement of 12.5 sits in the top 80% of 75 tracked companies.
2026-05-052026-08-03 · Benchmark by Imagine AI · methodology at benchmark.imagineai.me/dashboard/methodology