Stephanie So ✓

@ComplicatedIsOK

"Let's work the problem, people. Let's not make things worse by guessing." - Gene Kranz, Apollo 13. Core belief: you have the right to think for yourself.

1 667Followers

1 287Following

32 868Posts total

2.3KViews on collected posts

Latest posts

Stephanie So ✓@ComplicatedIsOK29 Aug

@ComplicatedIsOK The architectural challenge (especially for decentralized best-effort architectures) is building permission systems that can enforce those granular, dynamic logics reliably at runtime - without disrupting usability or weakening performance. 36 views · 1 likes · 0 reposts · 1 replies Open on X →

Stephanie So ✓@ComplicatedIsOK29 Aug

The problem: Authentication can be valid while the action is still unauthorized. The solution: As more decisions and actions become automated, we need a more granular check for current, scoped authority to act. Recent security hacks are driving home a lesson that should force h

1.1K views · 6 likes · 4 reposts · 1 replies Open on X →

Stephanie So ✓@ComplicatedIsOK27 Aug

Some decisions are too consequential to make on stale evidence. As conditions change, counterparties need ways to verify updates throughout the lifecycles of assets, approvals, and workflows. At Settlement Infrastructure, we have built independent evidence rails that keep 1.1K views · 11 likes · 3 reposts · 0 replies Open on X →

Against accounts of the same size

3 posts from the last 90 days, next to the under 10K follower range. reaches fewer people than peers of the same size.

Median views1 128this account4 175median for under 10K

Reach, %67.67%this account250.82%median for under 10K

Engagement, %1.33%this account1.41%median for under 10K

Metric	This account	Median for under 10K	Ratio
Median views per post	1 128	4 175	0.27×
Reach (views ÷ followers)	67.67%	2.5× audience	0.27×
Engagement rate	1.33%	1.41%	0.94×

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

1.1K27 Aug

1.1K29 Aug

Last 3 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

1.33%27 Aug

1.05%29 Aug

5.56%

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

What the audience does

Likes62.1%18 in total

Reposts24.1%7 in total

Replies6.9%2 in total

Quotes6.9%2 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.