Guanlan Dai ✓

@guanlan

Building @Runta, the execution layer that controls what AI agents can actually do. Prev @Cloudflare and @Kong.

5 908Followers

480Following

343Posts total

74.1KViews on collected posts

Son gönderiler

Guanlan Dai ✓@guanlan2 Sep

v1.0 focused on software engineering and terminal tasks. Next we will test the full harness × model grid. Much of what we observed points to harness-model fit rather than harness quality, and we want to identify which combinations maximize pass rates while minimizing cost. 17.9K views · 109 likes · 3 reposts · 16 replies Open on X →

Guanlan Dai ✓@guanlan2 Sep

Something we learned: With implicit prefix caching, running a task once during debugging leaves it warm for hours. Test a harness on Tuesday, benchmark it Wednesday, and it shows up cheaper than it should. Nothing in the logs tells you why. So no benchmark task was touched http 15.9K views · 53 likes · 0 reposts · 4 replies Open on X →

Guanlan Dai ✓@guanlan2 Sep

If you just want to know what to use: Codex if you don't want to think about it. Best pass rate, medium cost. Pi if the same job runs a thousand times and the bill adds up. Exo if retries are cheap and you'd rather it quit early than grind. DSH if you care about wall-clock and h 18.1K views · 130 likes · 7 reposts · 4 replies Open on X →

Guanlan Dai ✓@guanlan2 Sep

Here is the run that made us write this up. One of the hardest tasks, the pass rate (all model efforts) on DeepSWE is 38%, Pi and Claude Code both fixed it. Pi took 90 turns and $2.50. Claude Code took 381 turns and $64.36. Roughly 26x more for the same fix. https://t.co/VCX37w 22.1K views · 145 likes · 6 reposts · 9 replies Open on X →

Aynı büyüklükteki hesaplara karşı

Son 90 güne ait 4 gönderi, under 10K takipçi aralığıyla yan yana. boyutuna göre olağan erişim, çoğundan daha zayıf tepki.

Medyan görüntülenme18 006bu hesap4 175under 10K için medyan

Erişim, %304.76%bu hesap250.82%under 10K için medyan

Etkileşim, %0.74%bu hesap1.41%under 10K için medyan

Ölçüt	Bu hesap	under 10K için medyan	Oran
Gönderi başına medyan görüntülenme	18 006	4 175	4.31×
Erişim (görüntülenme ÷ takipçi)	3.0× audience	2.5× audience	1.22×
Etkileşim oranı	0.74%	1.41%	0.52×

Bu aralıktaki diğer hesaplar → Başka bir hesapla karşılaştır → Bu kıyas değerleri nasıl kuruluyor →

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

22.1K2 Sep

18.1K

15.9K

17.9K

Last 4 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.74%2 Sep

0.78%

0.36%

0.73%

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

What the audience does

Likes64.7%437 in total

Reposts2.4%16 in total

Replies4.9%33 in total

Quotes1.2%8 in total

Bookmarks26.8%181 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.

Son gönderiler

Aynı büyüklükteki hesaplara karşı

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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