Greg Ceccarelli ✓

@gregce10

Co-Founder @specstoryai. Organize D.C. AI tinkerers. Use https://t.co/kg5JldHaiU, a calm agent multiplexer with familiar IDE features, for macOS.

990Followers

457Following

1 809Posts total

2.1MViews on collected posts

Latest posts

Greg Ceccarelli ✓@gregce1019 Sep

@gregce10 @thorstenball Monorepos: don’t think this will be true with polyglot and poly-arch products. Massive headache. Agents are good at moving between folders/repos that are narrow in focus. Also, I think you need to keep the verification process per component as fast as po 168 views · 1 likes · 0 reposts · 2 replies Open on X →

Greg Ceccarelli ✓@gregce1019 Sep

@gregce10 @thorstenball Lots of research on this with product lines. Forking happened a lot already before. But it will become dramatically more attractive now, that is true. 210 views · 1 likes · 0 reposts · 0 replies Open on X →

Greg Ceccarelli ✓@gregce1019 Sep

@gregce10 Ah yes! The forks! I think that's very true. 27.5K views · 59 likes · 2 reposts · 2 replies Open on X →

Greg Ceccarelli ✓@gregce1019 Sep

@thorstenball love it. a few I'd add: - monorepos will win - every big customer can get a fork customized to exactly what they want where "the product" is the shared core underneath - code itself is much less valuable than the test suite, prod logs, record of what was tried and 40.5K views · 283 likes · 2 reposts · 14 replies Open on X →

Greg Ceccarelli ✓@gregce1019 Sep

Most predictions I see are still way too conservative. Here's mine https://t.co/7eWzmTqZZ5

2M views · 8K likes · 814 reposts · 490 replies Open on X →

Against accounts of the same size

5 posts from the last 90 days, next to the under 10K follower range. shown widely, but few of those viewers react.

Median views27 492this account4 175median for under 10K

Reach, %2776.97%this account250.82%median for under 10K

Engagement, %0.48%this account1.41%median for under 10K

Metric	This account	Median for under 10K	Ratio
Median views per post	27 492	4 175	6.58×
Reach (views ÷ followers)	27.8× audience	2.5× audience	11.1×
Engagement rate	0.48%	1.41%	0.34×

Others in this range → Compare with another account → How these benchmarks are built →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

2M19 Sep

40.5K

27.5K

210

168

Last 5 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.48%19 Sep

0.74%

0.23%

0.48%

1.79%

Reactions — likes, reposts, replies and quotes — divided by views. Median for under 10K accounts is 1.41%.

What the audience does

Likes45.7%8 354 in total

Reposts4.5%818 in total

Replies2.8%508 in total

Quotes1.8%335 in total

Bookmarks45.2%8 262 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.

Latest posts

Against accounts of the same size

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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