software + scaling (@almond_americano) — AI tools / agents on TikTok
software + scaling is an AI tools / agents creator on TikTok in the 5K–6K follower range, publishing for aspiring/junior software engineers and startup builders seeking primers on scaling, infrastructure, and deployment, based in United States. Profile last checked 2026-07-28.
| Field | Value |
| --- | --- |
| Platform | TikTok |
| Handle | @almond_americano |
| Followers | 5K–6K |
| Category | Software · AI tools / agents |
| Market | United States |
| Audience function | developers |
Profile bio
long form content about software [email protected] free + complete beginner ai course👇
What this creator posts about, and who reads it
Recurring topics: application scaling and reliability, cloud infrastructure and data centers, web app deployment, user management and auth, AI fundamentals for developers
Audience: aspiring/junior software engineers and startup builders seeking primers on scaling, infrastructure, and deployment
Audience read from this creator’s own recent posts, not from platform-declared categories. It is our reading, and it can be wrong.
Recent content samples
this is a primer on business insights telemetry -- i'll discuss latency telemetry in a future video. blog post version of this video is in the link in my bio 🙂
original sound - almond_americano
Check out software + scaling’s video! #TikTok >
this is a primer on how to make sure your application can reliably service users as you grow. i can address different types of responses you might get back from APIs in a future video - let me know if this is of…
Where this creator sits in the wider pool
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