Generic template copy
Responsible for the product roadmap.
Improved user retention.
Worked with the engineering team.
Your agent finds matching jobs, tailors your resume to every posting, applies, and tracks each application. Works with Claude Code, Codex CLI, Gemini CLI and any MCP agent. You just show up to interviews.
Roasted Autopilot
your agent on the hunt
The agent finds matching jobs and turns each one into a real application: resume tailored to the posting, a cover letter grounded in your experience, a one-page PDF, everything tracked. With your consent it fills the application forms too. Prefer Codex CLI, Gemini CLI or another MCP agent? The same tools connect via the Roasted CLI and MCP server.
/plugin marketplace add roasted-cv/claude-plugin/plugin install roasted@roasted-cv100+ applications sent across two real job hunts. None written by hand.
See how Autopilot worksFor every matching posting the engine rewrites your resume around that job: the same real experience, restated as the proof that posting asks for. Autopilot repeats this step for every application it sends.
Generic template copy
Responsible for the product roadmap.
Improved user retention.
Worked with the engineering team.
Rewritten for one specific posting
Owned the 4-quarter roadmap behind an $8M ARR target, shipping 11 features at 94% on-time delivery.
Lifted 90-day retention from 41% to 67% by reshaping onboarding around the first activation moment.
Led 12 engineers across 3 squads through spec-first review, cutting rework by 41%.
Every line on the right is built from the same experience as the left. This rewrite runs for every job Autopilot applies to.
See AutopilotBecause a smart model with a generic prompt still produces generic applications. Three reasons this engine gets interviews and a bare chat does not.
ChatGPT, Claude, any general model
Tuned resumes
Guesses what a good resume looks like, then rephrases your text.
Division of labor
One chat juggles searching, writing, and formatting, and quality drops with every application.
No flattery
Tells you the resume is fine, invents encouraging scores, agrees with your last message.
Built for the hiring loop
Tuned resumes
Templates and tailoring rules battle-tested on real job hunts. The version that already worked.
Division of labor
The agent searches and matches; Roasted builds the apply kit, renders the PDF, tracks the application. Holds up at application fifty.
No flattery
Scoring is enforced and honest, tailoring never invents facts, rules reflect what currently works.
A 2026 study confirmed it: 9 leading language models systematically prefer texts written by AI. Even when the 'human' version is objectively stronger, the algorithm hunts for patterns it already recognises. We package your experience so it passes through the neural-net filters straight to the hiring manager.
82%
GPT-4o picked its own resume over the human one 82% of the time, even after controlling for content quality.
+60%
Candidates whose resume matched the screener's model were up to 60% more likely to be invited to interview.
8/9
Eight of the nine LLMs tested showed positive bias. Only LLaMA-3.2-1B, the tiniest model, was neutral.
Everything Autopilot uses works standalone: roast the resume, tailor it to one job, write the letter, track the applications.
Full-power AI resume editor. Chat commands to edit, real-time PDF preview. Import existing resume or start fresh.
ATS-friendly resume templates for 100+ professions. Software Engineer, PM, Designer, Analyst, and more.
Get your resume brutally analyzed by AI. See your score, get instant fixes, download a polished PDF ready for applications.
Tailored resume + cover letter for any job. Paste the description, get a complete application package ready to send.
Generate a tailored cover letter for any job in seconds
Right-click on any career page, hit Copy JD, paste a clean plain-text job description anywhere. Runs locally in your browser.
Live job search tailored to your resume. Smart source selection, 7D scoring, dead jobs filtered out.
Real interview questions with answers and flashcards, by profession and level.
Format LinkedIn posts with bold, italic and lists. Live preview and one-click copy.
A job-hunt engine. The flagship is Autopilot: your agent finds matching jobs, tailors your resume to each posting, writes grounded cover letters, applies with your consent, and tracks everything. It works with Claude Code, Codex CLI, Gemini CLI and any MCP agent. Roast, tailoring, and the editor also work standalone.
Start free with 30 credits for roasts and AI edits. Tailored applications and Autopilot run on Hunter Pass.
$69 billed once · save 34%
An average job search takes about a quarter
A recruiter-written resume and cover letter package can cost $1,500. A quarter with every tool here is $69.
Cancel in one click. Found a job sooner? Cancel and your paid time runs to the end.
One week to change your mind: message @roastedcv and we refund the full amount.