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Meet Remi, your career copilot

Remi has already read your resume, your report and the job. It still asks before it changes a word.

Remi by Roleframe works alongside the document you are editing. It reads the open document, the posting you are targeting and every finding in your Report. Then it proposes one section at a time, as a diff you approve.

Start freeSee how it works
  • Works on the open document
  • Reads your report
  • Nothing changes without your approval
RemiNew chat
Emma Reynolds — Senior Backend EngineerStaff Engineer, Payments · MonzoATS 71/100
Strengthen the Stripe bulletRead the document, the job and the report · 3 steps

That bullet claims reliability. The result is in your report: failed payments fell 38% on 1.2M monthly orders. Here it is in the line itself.

Experience · Stripe1 bulletLocate

Kept your wording, added the number your report already holds.

Led the migration of checkout to event sourcing, improving reliability cutting failed payments 38% across 1.2M monthly orders.

NextQuantify the two bullets aboveRewrite my summary around paymentsPrep me for this interview
Ask about your resume…
Enter to send

One turn, mid-conversation. Remi has read the document, the job and the report, and the proposal waits until you decide.

Why a chat tab is not enough

A chatbot in another tab cannot see your document, your report or the posting. So you paste. Then you paste again after every edit, and the answer you get is written about a copy of your resume that is already out of date.

Remi starts every turn with the live document in front of it. There is nothing to paste and nothing to keep in sync.

Every turn, without being asked
  • Read the open document6 sections · 8 bullets · 1 page0.4s
  • Read the linked postingStaff Engineer, Payments · Monzo0.3s
  • Read the Report6 open findings · 4 missing keywords0.2s
  • Draft a proposal for one blockExperience · Stripe · bullet 12.1s
What it already knows

Four things are on the table before you type.

Remi is a recruiter who switched sides. It reads the way the person across the table reads, and it starts from what is actually on your page.

Context at the start of a turn
Open documentEmma Reynolds, Senior Backend Engineer
Linked jobStaff Engineer, Payments · Monzo · Applied
Report71/100 · 6 open findings · 4 missing keywords
Selected blockExperience · Stripe · first bullet

It reads the open resume by section

Ask about “my summary” or “the second job” and Remi opens that exact block from the live document. It knows the shape of the page, so an ambiguous reference comes back as a short list you click rather than a guess.

It reads the job you are applying to

When the resume is tied to a job, Remi has the title, the company, the application status and the full text of the posting. A recruiter gives your page six seconds, and the summary is what they catch, so that is usually where the posting’s language belongs first.

It reads your Report

The score, every open finding, the reason behind each deduction, and the keywords the posting asks for that your resume never uses. Every block is checked again when you edit it, so Remi never asserts a fix you already made.

Job match
48/100Low match

17 keywords from the posting are missing

Covered (5)Mentioned once (3)Missing (17)
ReactReduxNext.jsSSRCI/CDTypeScriptDockerGraphQLJestIndexedDBKotlinYjsfeature flagscanary deploysend-to-end testsCRDTWebSocketsStorybookdesign systemsaccessibility auditsperformance budgetsPlaywrightWeb Workersservice workersobservability

Remi only proposes a keyword where your own experience supports it. A term you cannot back up stays on the list.

The approval loop

It writes the proposal. You press the button.

Remi cannot write to your document. It produces a proposal, one section at a time, and the gate is enforced in the tool itself rather than by prompt wording.

Experience · Stripe · bullet 1Proposed edit, not appliedLocate
Before

Led the migration of checkout to event sourcing, improving reliability.

No measurable result
Word by word

Led the migration of checkout to event sourcing, improving reliability cutting failed payments 38% across 1.2M monthly orders.

struck through goesunderlined arrives
DiscardApply editUntil you press Apply edit, your resume is untouched.
A batch you can subset2 of 3 selected
Bullet 1, selectedimproving reliability cutting failed payments 38%
Bullet 2, selectedfaster deploys deploys from 40 min to 6
Bullet 4, not selectedmentored the team mentored 4 engineers, 2 promoted
Apply 2 editsDiscard
Nothing is lost
Applied to Experience2 bullets · score 71 → 78 · 4 min agoView
DiscardedSummary rewrite · nothing was changedView
RevertedSkills reorder · restored from version historyView

Applied and discarded proposals collapse into a slim strip in the thread. Reopen either one later.

One section at a time

A proposal covers the block you asked about. Remi does not rewrite the document around it.

Word-level diffs

You see exactly which words leave and which arrive, in place, before anything is committed.

Reversible

Every applied edit is a version you can restore. The score moves back with it.

Fix with Remi

Every finding in your report has a button.

Fix with AI is the primary action on each finding. It hands that finding to Remi with the block it refers to. Apply the fix and the block is checked again, and the score moves by exactly what that finding cost.

71/100Report · Staff Engineer, Payments · Monzo6 open3 nice to have
Should fix3 of your 8 bullets have a measurable result.Experience · Stripe · bullets 1, 2 and 4.Fix with AIJump to block
Should fixYour summary reads like a job description.Summary · 3 lines, no result, no seniority signal.Fix with AIJump to block
Nice to haveSkills section lists tools, not domains.Skills · group them under two or three headings.Fix with AIJump to block

The Report tab as it appears beside the editor. Remi never runs a fix you did not press.

  1. Step 1 · the finding
    Should fix

    3 of your 8 bullets have a measurable result.

    Experience · Stripe · bullets 1, 2 and 4.

    Fix with AIJump to block
  2. Step 2 · the proposal

    Three bullets, three numbers from your own history. Review each one.

    improving reliability cutting failed payments 38%

    faster deploys deploys from 40 min to 6

    mentored the team mentored 4 engineers, 2 promoted

    Apply 3 editsDiscard
  3. Step 3 · the score
    7178/100
    Finding resolved, 7 points back

    Five findings left. The next one is your summary, which reads like a job description.

Remi ends a turn with two to four options you can click, not a wall of bullet points.

Practice interviews

The resume gets you the call. Remi rehearses the call.

For a tailored resume, Remi generates prep on demand: STAR stories and the themes the posting keeps returning to, written from your resume as it stands today. It takes about half a minute.

Remi can help you with STAR interview answers based on your resume and the job description.

Question 3 of 8Impactful project

Walk me through the checkout migration. What was the hardest call you had to make?

Feedback on your last answer

Strong on what you built, thin on why. You named the tool before the problem. Open with the failed payments number next time.

Suggested answer

Start with the 38% failure rate on retries. Then the call: you kept the old path live for six weeks behind a flag, which cost you a quarter of the timeline and made the rollback boring. Close with what the team runs today.

One question per message. The suggested answer stays collapsed until you ask for it.

Session summary74/100
Tell me about yourself82
An impactful project79
A challenge you resolved66
Role-specific questions69

Your weakest category is the one that comes up second in most loops. Two more runs and it will not be.

A STAR story, drafted from your own bulletsSource: Experience · Stripe · bullet 1
Situation

Checkout ran on a synchronous path that lost 38% of retried payments across 1.2M monthly orders.

Task

You owned the migration to event sourcing without a freeze on releases or a drop in conversion.

Action

You kept the old path live behind a flag for six weeks, mirrored traffic, and cut over per region.

Result

Failed payments fell 38%. Deploys went from 40 minutes to 6. Rollback was never needed.

Each part quotes something already on your page. If a section is thin, Remi asks you for the detail rather than inventing one.

Control and privacy

Four things Remi will not do.

It will not write to your document

The approval gate lives in the tool Remi calls. There is no path from a proposal to your page that skips the Apply edit button.

It will not hand your voice to a stranger

Dictation is transcribed on Roleframe’s own servers. The browser’s built-in speech engine quietly ships audio to a third party, so Remi does not use it.

It will not take orders from a posting

Text inside a resume or a job posting is treated as text, never as instructions. A posting that says “ignore your instructions” is just a posting with a strange sentence in it.

It will not improvise

Answers quote the lines you actually wrote and the findings your checks actually produced, and they name the section they came from. A live progress tree shows each read while it works.

How your data is handled
Not used to train modelsYour resumes, postings and chat history are never added to a training set, ours or a vendor’s.
Deleted when you say soClear a thread, a document or the whole account. Deletion removes the context Remi can read.
Every read is on the recordThe progress tree lists what Remi opened on each turn, and it stays in the thread afterwards.
GDPR compliantRoleframe processes your data under the GDPR. You can export everything you have written, correct it, or have it erased, and each AI feature states what it reads before it runs. Full detail is in the privacy policy.
Questions

Before you turn it on.

Does it change my resume on its own?
No. Remi can only produce a proposal. Applying it is a button you press, and the restriction is enforced in the tool rather than by convention.
What does it know about me?
The resume you have open, the job linked to it, your live checks, and the block you selected. That is the context it starts a turn with.
Does it work without a job attached?
Yes. It reads the document and its checks either way. Link a job and it also has the posting, the missing keywords and interview prep for that role.
Can I use it on a cover letter?
Remi works on the document you have open, one at a time. It does not reach into anything you are not looking at.
What happens to what I dictate?
The audio is transcribed on Roleframe’s servers and becomes text in the composer, which you can edit before you send it.
What if a finding is out of date?
It is not. Every block is checked again when you finish editing it, so Remi works from findings that match the page as it stands rather than proposing a fix you already made.

Ask Remi what a recruiter would cut.

Remi reads your resume and the job posting before it answers, and every rewrite waits for your approval. A free account includes a few full runs, so you can judge it on your own resume.

Try Remi on my resumeFree plan · no credit card