Application assistant

What the assistant actually proposes

6 demonstrations. Each one shows a posting, every change proposed against a resume, and the reason for it — including one where the recommendation is not to apply. These are not job openings and the companies in them do not exist; nothing here offers to apply to anything.
In development
Senior Backend Engineer, Platform — Northwind Systems

Senior · Seattle, WA · Hybrid · Full time

A platform team rebuilding an ingestion path that has outgrown its database. The posting is heavy on scale language and light on specifics, which is the common case and the one worth practising against.

3 changes proposed · Waiting for your approval

Staff Engineer, Infrastructure — Kestrel Labs

Staff · Remote · United States · Full time

A staff posting that is really asking for a design document and an argument. The interesting part of the tailoring is what it removes rather than what it adds.

3 changes proposed · Waiting for your approval

Backend Engineer, Payments — Tessellate

Mid · New York, NY · On site · Full time

A correctness-first team. The tailoring pushes every claim about speed down and every claim about invariants up, which is the opposite of the usual advice.

2 changes proposed · Waiting for your approval

Senior Engineer, Search — Halcyon Retail

Senior · Austin, TX · Hybrid · Full time

Search is the one subsystem that scales unlike the rest of a system, and this posting knows it. The tailoring surfaces relevance work that was buried under infrastructure language.

3 changes proposed · Waiting for your approval

Platform Engineer, Reliability — Orrery Health

Senior · Remote · United States · Full time

A reliability posting in a regulated industry. Everything the assistant proposes is about evidence: what was measured, what it was measured against, and who agreed to the target.

2 changes proposed · Waiting for your approval

Engineering Manager, Core Services — Lantern Freight

Manager · Chicago, IL · Hybrid · Full time

The example where the assistant recommends *not* applying yet, which is a result it is allowed to reach. It drafts the resume anyway, and says why it would wait.

1 changes proposed · Assistant recommends holding this one

Every application stops for your approval. Every one.