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Dev Tools & Infrastructure · 4.2K followers · LinkedIn benchmark, last 12 months (original)
Momentum vs prior 12 months
Posts
191
+582%Posts/wk
3.7
+640%Avg engagement
29.8
smart avg / post
-33%Momentum
+1%
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 2026-08-03 — 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 (10+ posts per category, 10+ per format) — too few posts to trust the average.
By category
By format
Best day: Thursday. Best time block: 12pm–3pm UTC. Timing detail is in the Cadence chart above.
Best performing 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…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2025-11-20 · Company page · Industry Insight1 eng. (1 likes · 0 comments · 0 shares)
The 80/20 of residential proxies: 5 decisions before you spend your first dollar. • Decide when they’re worth it: Increase captcha solving s…
View post → - 2026-02-20 · Joel Griffith · Personal Story1 eng. (1 likes · 0 comments · 0 shares)
The most important realization I've had this week is that, even with all the AI news swirling around, at the end of the day people by softwa…
View post → - 2026-03-16 · Alex Boswell · Product Update1 eng. (1 likes · 0 comments · 0 shares)
This is so cool, it's mind-blowing! If you're managing a website across many stakeholders, Marker is a must to manage bugs and issues. And n…
View post → - 2026-04-29 · Company page · Industry Insight1 eng. (0 likes · 1 comments · 0 shares)
"Should I use GraphQL or REST for scraping?" Wrong question. The answer changes per target site, per page type, per failure mode. We've seen…
View post → - 2026-08-03 · Ella S. · Industry Insight1 eng. (1 likes · 0 comments · 0 shares)
I spent a session yesterday watching Claude confidently tell me four things that were wrong. Each one was a real value it could have checked…
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