ProfilePrototype · Sala, phase 2 · example data, nothing is saved

Your shelf inside the Archive

This is what a profile in Sala would look like: what you saved, with your note; the themes you follow; the trails you did. Private by default. Flip the switch to see what changes when you open the door.

Ana Beatriz Rocha

ML engineer · Recife · reads Cinco since no. 1

AgentsEvaluationInfra and cost

Public addressdoes not exist while the profile is private

Reading wallet

Saving asks for a one-line note. Your reason, not ours — and what makes the wallet worth it.

Workflows are not agents: the distinction that prevents most failed agent projectsAgents
“The workflow × agent distinction is the argument I use to hold the roadmap.”
saved on 2026-09-08·note public
On real scientific software, the best coding agent solves fewer than half the bugsEvaluation
“Our agent fixes less than half of real bugs. Come back here before promising.”
saved on 2026-09-08·note public
GLM-5.3-Flash: an MIT-licensed 320B model served entirely on Chinese chips, at US$ 0.15 per million tokensInfra and cost
“Run the internal benchmark on this one at $0.15. If it passes, the bill drops 60%.”
saved on 2026-09-08·note private
PagedAttention: treating the KV cache like virtual memory doubled inference throughput — and gave birth to vLLMInfra and cost
“Why our throughput doubled when we switched servers. Read before any GPU discussion.”
saved on 2026-09-07·note public
The Leaderboard Illusion: how the Arena favors labs that test private variants and get more dataEvaluation
“Argument to stop citing Arena in purchasing decisions.”
saved on 2026-09-06·note private

The card

The wallet as one image for LinkedIn, in the same design as entry cards. Only exists if the profile is public.

GenAI BRgenaibr.ai/@anarocha

Ana Beatriz Rocha

ML engineer · Recife

AgentsEvaluationInfra and cost

3 notes · 1 trailsreads Cinco since no. 1

Your data

E-mail: It is the identity. Never appears on the public profile.; —
Name, city, role: You write it; you delete it. Only shown with a public profile.; hidden
Saved entries and notes: Each note has its own switch. What was not marked is invisible.; hidden
Themes and trails: Followed themes and completed trails (dated) appear on the public profile.; hidden
What you opened and for how long: We do not keep it. It does not exist.; —
Export: JSON with everything that is yours, any time.; —
Delete the account: Deletes everything, immediately, no retention e-mail.; —

How Sala works, in detail→Criticize this prototype