ContractorKeith ✓

@contractorkeith · USA · joined 02 May 2009

37yrs trades → agentic engineering Building Open Source: Ködade ADE • OpenContractorOS Former GC turned agentic engineer | #floridaman #linux #omarchy #mac

14 046Followers

3 955Following

118 689Posts total

615.3KViews on collected posts

Последние посты

ContractorKeith ✓@contractorkeith23 Sep

3 - number of stents they put in my pancreas this morning 2 - number of plastic stents 1 - number of metal stents GO - time to get back to it! i've had a helluva go at it this year, 8x hospitalized so far, this one for 10 days. on top of those stents I have a pseudocyst on h

167 views · 2 likes · 0 reposts · 1 replies Open on X →

ContractorKeith ✓@contractorkeith23 Sep

Kenny and his team have been AI forward for some time and would benefit anyone in the industry to check this out. 423 views · 3 likes · 0 reposts · 0 replies Open on X →

ContractorKeith ✓@contractorkeith22 Sep

Who would be interested in a webinar on “AI for Professional Engineers: From Fundamentals to Live Projects”? We’d walk through how we use AI at PermitZIP, share real project examples, and do live engineering work using our own AI harness. We’d cover the fundamentals, show how it 1.1K views · 10 likes · 0 reposts · 1 replies Open on X →

ContractorKeith ✓@contractorkeith22 Sep

can’t keep up with all the model releases lately 615 views · 6 likes · 0 reposts · 0 replies Open on X →

ContractorKeith ✓@contractorkeith22 Sep

the labs need to be responsible for what they create just as any other company is. same as people who use the products need to be responsible for their actions too. “You cannot say, ‘We absolve you of responsibility, and the government’s gonna take responsibility.’” 707 views · 5 likes · 0 reposts · 1 replies Open on X →

ContractorKeith ✓@contractorkeith22 Sep

These seem less and less exciting anymore 419 views · 2 likes · 0 reposts · 1 replies Open on X →

ContractorKeith ✓@contractorkeith21 Sep

🔥 @SecScottBessent puts AI labs demanding government protection on NOTICE: “You cannot say, ‘We absolve you of responsibility, and the government’s gonna take responsibility.’” “These labs need to take responsibility for themselves. They can slow down any time they want to.” ht

0:51

611.9K views · 313 likes · 87 reposts · 23 replies Open on X →

На фоне аккаунтов своего размера

7 постов за последние 90 дней рядом с диапазоном 10K–100K подписчиков. обычный охват для своего размера, отклик слабее, чем у большинства.

Медианные просмотры615этот аккаунт924медиана для 10K–100K

Охват, %4.38%этот аккаунт3.62%медиана для 10K–100K

Вовлечённость, %0.85%этот аккаунт1.52%медиана для 10K–100K

Показатель	Этот аккаунт	Медиана для 10K–100K	Отношение
Медианные просмотры на пост	615	924	0.67×
Охват (просмотры ÷ подписчики)	4.38%	3.62%	1.21×
Вовлечённость	0.85%	1.52%	0.56×

Другие в этом диапазоне → Сравнить с другим аккаунтом → Как считаются эти ориентиры →

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

611.9K21 Sep

41922 Sep

707

615

1.1K

42323 Sep

167

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

0.07%21 Sep

0.72%22 Sep

0.85%

1.14%

1.06%

0.71%23 Sep

1.80%

Reactions — likes, reposts, replies and quotes — divided by views. Median for 10K–100K accounts is 1.52%.

What the audience does

Likes65.8%341 in total

Reposts16.8%87 in total

Replies5.2%27 in total

Quotes2.9%15 in total

Bookmarks9.3%48 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.

Последние посты

На фоне аккаунтов своего размера

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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