James Ward ✓

@JamesWard · Crested Butte, CO, USA · joined 28 Feb 2007

My book: https://t.co/QGevhw6nyE | My podcast: @HappyPathProg | @AWSCloud Agent Experience | @AgenticAIFdn TC | My opinions are mine

18 877Followers

3 294Following

10 516Posts total

45KViews on collected posts

Son gönderiler

James Ward ✓@JamesWard12 Sep

So I'm creating a declarative programming language with the help of AI. Overall super helpful. But here is where it gets hard... I really can't tell the difference between it gas-lighting me and it saying something actually smart. My BS detector is much more effective with 2.8K views · 47 likes · 2 reposts · 13 replies Open on X →

James Ward ✓@JamesWard12 Sep

ai> we need to bump the major version because we've made significant breaking changes. me> oh my sweet gpu. we have never shipped anything. now get back to work breaking things. 1.4K views · 19 likes · 1 reposts · 4 replies Open on X →

James Ward ✓@JamesWard11 Sep

I get the reasons why people prototype in Python and eventually graduate to Rust. I go another way: prototype & scale with JVM languages. So I can move fast and get great runtime performance, without a rewrite in between. 6.3K views · 97 likes · 10 reposts · 15 replies Open on X →

James Ward ✓@JamesWard11 Sep

That is the least interesting part of Effect Oriented Programming. But glad to have more devs dipping their toe in the EOP water. 6.4K views · 31 likes · 0 reposts · 0 replies Open on X →

James Ward ✓@JamesWard26 Jun

Still cooking! A few more new projects in the past 2 months: - ZIO HTTP MCP client/server library: https://t.co/Q6ABLSIzxW - ZIO Bedrock library: https://t.co/c0LHfifXda - sbt revolver alternative for sbt 2.0: https://t.co/b39B2nT6Ps - sbt webjars plugin: https://t.co/MJAMdXyiVF 6.6K views · 41 likes · 6 reposts · 2 replies Open on X →

James Ward ✓@JamesWard10 May

@JamesWard Love your take on enterprise-grade AI. Building WisePick: a 0.0s latency Scaffold that converts LLM judgment into deterministic Rules. Bringing stability to Agentic Architectures via Rule-based Sidecars. Thoughts on this approach? ˗ˋˏ( ´͈ ᗜ `͈ )ˎˊ˗ https://t.co/OaLpD

132 views · 1 likes · 0 reposts · 0 replies Open on X →

James Ward ✓@JamesWard16 Apr

The past 3 months have been the most intense and fruitful of my entire career. I've been cooking, coding, vibing, architecting, designing, imagining, and delivering production systems while teaching developers around the world how to build enterprise-grade AI systems. I'm on my 21.4K views · 93 likes · 9 reposts · 2 replies Open on X →

Aynı büyüklükteki hesaplara karşı

Son 90 güne ait 5 gönderi, 10K–100K takipçi aralığıyla yan yana. aynı büyüklükteki hesaplardan daha çok kişiye gösteriliyor.

Medyan görüntülenme6 344bu hesap1 04310K–100K için medyan

Erişim, %33.61%bu hesap3.67%10K–100K için medyan

Etkileşim, %1.72%bu hesap1.68%10K–100K için medyan

Ölçüt	Bu hesap	10K–100K için medyan	Oran
Gönderi başına medyan görüntülenme	6 344	1 043	6.08×
Erişim (görüntülenme ÷ takipçi)	33.61%	3.67%	9.16×
Etkileşim oranı	1.72%	1.68%	1.03×

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

21.4K16 Apr

13210 May

6.6K26 Jun

6.4K11 Sep

6.3K

1.4K12 Sep

2.8K

Last 7 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.49%16 Apr

0.76%10 May

0.74%26 Jun

0.49%11 Sep

1.92%

1.72%12 Sep

2.25%

Reactions — likes, reposts, replies and quotes — divided by views. Median for 10K–100K accounts is 1.68%.

What the audience does

Likes67.4%329 in total

Reposts5.7%28 in total

Replies7.4%36 in total

Bookmarks19.5%95 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.