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Dev Tools & Infrastructure · 4.0K followers · LinkedIn benchmark, last 12 months (original)

data through 2026-08-03

Report card vs prior 12 months

Posts

191

+961%

Posts/wk

3.7

+1133%

Median eng.

13

-52%

Smart avg

29.8

-61%

Total eng.

7.0K

+342%

Baseline vs market

  • Median engagement 13 bottom 9% of 92 tracked companies · bottom 6% of Dev Tools & Infrastructure (n=17)
  • Posts per week 3.7 bottom 45% of 92 tracked companies · top 53% of Dev Tools & Infrastructure (n=17)
  • Engagement per 1K followers 9.2 top 31% of 89 tracked companies · top 44% of Dev Tools & Infrastructure (n=16)

Summary

  • Posting pace rose 1133% vs the prior 12 months (0.3/wk → 3.7/wk).
  • Typical-post engagement fell 52% (median 27 → 13).
  • Meme / Humor posts earned 5.7× the company's typical post (11 posts).
  • Joel Griffith drove 69% of team engagement.
  • Median engagement of 13 sits in the bottom 9% of 92 tracked companies.
2025-08-032026-08-03 · Benchmark by Imagine AI · methodology at benchmark.imagineai.me/dashboard/methodology

Engagement trend

Posting volume (bars) vs average engagement per post (line) — page + team, original posts

Category mix

Cadence

Average engagement by day posted (Pacific time)

Team contribution

Click a person for their full report · check 2+ people to benchmark them against each other.

What worked

  • Meme / Humor — smart avg 74.6 across 11 posts (5.7× typical)
  • Industry Insight — smart avg 31.7 across 101 posts (2.4× typical)
  • Personal Story — smart avg 27.2 across 14 posts (2.1× typical)
  • Product Update — smart avg 20.9 across 43 posts (1.6× typical)

Best format: Image (smart avg 47.4, 91 posts). Best day: Thursday. Best time block: 12pm–3pm UTC. Floors: 10+ posts per category, 10+ per timing bucket.

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 →
  • 2025-12-10 · Matt Althauser · Meme / Humor510 eng. (470 likes · 38 comments · 2 shares)

    Not sure what others are doing for their holiday travels, but wanted to share a friendly heads-up to anyone in isles 47, 48 and 49 from Amst

    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 →
  • 2026-04-30 · Joel Griffith · Industry Insight378 eng. (256 likes · 100 comments · 22 shares)

    GitHub quietly hiked Copilot pricing for some Claude / Codex models by 900%. As part of the switch from per-request pricing to AI credits, G

    View post →
  • 2026-03-30 · Joel Griffith · Industry Insight241 eng. (141 likes · 83 comments · 17 shares)

    Anthropic has dropped the ball again: A new bug is causing Claude Code to burn through tokens extremely fast. The exact cause is unclear, bu

    View post →