kaelbot
AI career operator

Just chat — no forms, no setup wizards. Kael learns how you think, then hunts twice daily for roles that actually fit your ikigai — ranked by fit, scored on signal, never just a keyword match. Click any lead and you get a deeply sourced dossier on the company plus a résumé and cover letter tailored to that role, in your real voice.

Start your 7-day free trialSee how it works

No credit card required · $29.99/mo after trial

K

Kael

Active

Hey Kael, find me backend roles in Austin — Series B or later
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Before I go hunt — share your resume and I'll ask one question. Takes a minute, makes every lead after 10× better.
resume_2026.pdf
Here you go.
tool:read_resume→6yr backend infra · payments
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Got it — that payments migration is the story. One question: when you're firing on all cylinders, what's actually happening? Not the task — the shape of the work.
Designing for scale where one bad decision costs real money. Quiet, decisive, helping teammates see what they're missing.
tool:create_career_story→The $1M Migration · saved
tool:set_superpowers→Operator's instinct + quiet leadership
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Locked in. We're hunting for infra teams where stakes are real and decisions quietly matter. Starting now.
tool:start_investigation→12 matches surfaced
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Top pick: Torchline (auth infra, Series B). I drafted an intro that cites your migration work as proof you operate at real stakes — ready when you are.

Step 1 · Origin Interview

Kael meets you — properly.

15 minutes, 8 sharp questions, one at a time. Kael turns the conversation into 3-5 named CareerStories that ground every dossier, every outreach, every interview prep from then on.

KKaelOrigin Interview
5 of 8
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When you're firing on all cylinders, what's actually happening? Not the task — the shape of the work.
tool:create_career_story→saved
CareerStory saved:The Zero-Downtime Migration
app.kaelbot.com/app/your-story
You Doc

Your Story, grounded in your own words.

Who you are at your best

An operator who thrives when stakes are financial and teams small. Three career-defining moments all involve quiet, unglamorous decisions that prevented disaster at scale.

What matters to you

Team trust over performative credit. You'd rather be the person others call at 3am than the one taking Twitter victory laps.

What you're allergic to

Chaos-theater. Meetings that should've been a doc. Shipping speed measured in demos instead of outcomes.

Saved. Referenced by every outreach, every dossier, from here on.
How it works

01

Sign up + talk.

One chat window. Share your resume, what you're looking for, your dealbreakers. Kael builds your profile on the fly — no forms, no 30-minute intake calls.

02

Tell your story.

The Origin Interview — 8 sharp questions, one at a time. Kael mines named career stories and superpowers from your own words. The resulting You Doc becomes the grounding for every dossier, outreach, and interview prep from here on.

03

Kael investigates in the background.

Investigation threads scan sources aligned with your Ikigai — job posts, company news, signals. Kael surfaces ranked leads in your Leads inbox so you can scan them in seconds.

04

Generate a dossier on any lead.

Industry-aware deep research on the companies you actually want to move on. Every claim cited. 60–90 seconds. The details are below.

See a dossier

Here's what you get when you click Generate.

Click “Generate Dossier” on any lead. 60–90 seconds later you get a research-grade brief. Every fact sourced. Sections with thin public data say so plainly — no fluff.

Sample · hypothetical company

startup

Dossier — Torchline

Company snapshot

  • Raised $22M Series B in October 2025 led by Benchmark, following a $7M Series A from Founders Fund in 2024. [source]
  • Headcount growth from 18 to 34 engineers in the 12 months ending Q1 2026 — 89% increase, heavily weighted to infra/platform roles. [source]
  • Stated mission: "eliminate payment failures at the infrastructure layer" — repeated across careers page, CEO interview, and Series B announcement. [source]
  • Ex-Stripe and ex-Adyen leadership — CEO Julia Chen (8 years at Stripe), CTO Marcus Reddick (6 years at Adyen), VP Eng recently hired from Plaid. [source]
  • Runway estimate: ~24 months at current burn, assuming Series B proceeds plus existing revenue. No announced Series C timeline. (confidence: medium) [source]

Go— Infra org doing real work, funded for it, values alignment high.

Counterbalance: Series B burn is steep; runway estimate assumes revenue scales. Ask about Q2 ARR in interview.

Sources consulted (7)
  • techcrunch.com — Torchline raises $22M Series B
  • torchline.com — Careers page (fetched)
  • linkedin.com/in/juliachen-torchline — CEO profile
  • theinformation.com — Q4 2025 fintech funding roundup
  • torchline.com/blog — CTO on payment-layer reliability
  • pitchbook.com — Torchline profile (public summary)
  • ycombinator.com/companies — Torchline listing

In the real product, more sections follow: why-you- specifically, interview ammo pack, outreach variants, red flags. All sourced.

Step 3 · Your leads, ranked

12 roles that actually fit. Not 500 that don't.

Kael ranks every lead against your You Doc. Top pick first. Ikigai quadrant tagged. Industry template auto-classified. Open any one to generate a deep dossier in 60–90 seconds.

app.kaelbot.com/app/leads
Investigating…
  • 01

    Torchline

    startup⭐ Top pick

    Senior Staff Engineer

    Vocation
    94
  • 02

    Redwood Justice Fund

    nonprofit

    Engineering Director

    Mission
    87
  • 03

    Paladin Diagnostics

    regulated

    Platform Lead

    Skill
    85
  • 04

    Stripe

    public

    Senior Infrastructure Engineer

    Vocation
    82
  • 05

    Ontrak Medical

    regulated

    Staff Engineer, Platform

    Skill
    81
  • 06

    Bluefin Payments

    startup

    Tech Lead, Core Services

    Skill
    79
  • 07

    Jaspr Health

    regulated

    Backend Architect

    Mission
    78
  • 08

    City of Austin · Digital Services

    government

    Senior Engineer

    Mission
    74
  • 09

    Lattice Studios

    agency

    Platform Engineering

    Passion
    71
  • 10

    Take Command Health

    startup

    Tech Lead, Insurance Platform

    Skill
    69
  • 11

    Pivotal Service Co

    trades

    Operations Engineer

    Skill
    66
  • 12

    Real Geeks

    startup

    Backend Engineer

    Skill
    62
12 of 12 surfaced · ranked by fitInvestigations run twice daily

The honesty rule

Built to not fluff.

Every claim in every dossier carries a public URL you can click. When Kael can't find good data for a section, it says “insufficient data” — plainly — instead of inventing. Most AI career tools are slop machines. Kael is the antidote.

Step 4 · Outreach in your voice

One of these gets a reply.

Every claim in a Kael draft traces to a real signal — the company news from last week, a specific line from your CareerStories. Recruiters can feel the difference instantly.

Generic AI outreachthe usual

Subject: Interest in the Senior Engineer position

Dear Hiring Manager,

I am writing to express my strong interest in the Senior Engineer position at your esteemed company. With my extensive background in software development, I am confident I can bring significant value to your team.

Throughout my career, I have worked on various projects and developed a wide range of skills. I am a proactive team player who excels in fast-paced environments and is always looking for new challenges.

I would welcome the opportunity to discuss how my qualifications align with your needs.

Best regards

0 proof-points. 0 sources. 0 replies.
Kael · grounded in your voiceevery claim sourced

Subject: Quick note re: your Series B

Hey Julia — saw the Torchline Series B announcement on Friday. Congrats.
The ex-Stripe and ex-Adyen leadership is what made me look closer. I spent six years at a payments shop where we survived a zero-downtime migration to a new settlement pipeline — one of those “wrong decision costs $1M/hour” projects. The shape of the work at Torchline sounds identical.

I'd love to chat if you're looking for someone who's done the exact kind of boring-miracle-work your infra team is about to need.

— Zak

techcrunch.com · Series Blinkedin.com · Julia ChenCareerStory · The $1M Migration

Step 5 · Apply in one click

Recruiter-ready, in your voice.

Kael tailors your résumé to the role and drafts the cover letter in your real register — polished PDF, ATS-friendly Word, copy-friendly text. No **bold** markers. No AI flavor. No fluff.

Tailored résumé · Senior Software Engineer at Anduril✨ Kael

Zachary Lyons

Georgetown, TX · zacharylyonstx@gmail.com · linkedin.com/in/zacharylyonstx

Summary

Full Stack Developer with 7+ years shipping production health benefits and telehealth systems. Built first-to-market ICHRA compliance from zero on a federal deadline.

Selected experience

Senior Full Stack Developer · Jaspr Health

Crisis telehealth platform · Remote · 2020 – 2021

  • Architected guided telehealth experience in Django and React, deployed across multiple hospital systems.
  • Overhauled multi-tenant auth/authz to enable white-label deployments.
  • Built real-time Slack/SMS alerting for clinical response to patient distress signals.
  • Mentored junior developers; ran post-mortems that improved delivery cadence.
Zachary_Lyons_Resume_Anduril.pdf
Cover letter · Anduril✉ Kael

Zachary Lyons

zacharylyonstx@gmail.com · Georgetown, TX

April 29, 2026

Dear Hiring Manager,

I'm writing because Anduril's work on autonomous systems is the rare combination of regulated infrastructure and product velocity I want to keep building inside.

At Take Command Health I built the first-to-market ICHRA compliance platform from zero against a federal regulatory deadline — the kind of "wrong move costs the whole launch" project the senior engineer JD describes.

I'd be glad to share more about the trade-offs we made if it'd help.

Sincerely,

Zachary Lyons

Zachary_Lyons_Cover_Letter_Anduril.docx

Voice fingerprint · grounded in your writing

Register
warm
Contractions
yes
Avg. sentence
medium
Em-dashes
occasional

Never use

leverage · spearheaded · synergy · results-driven · passionate · delve · robust · innovative · multifaceted

Download in any format

Download PDF
default · what recruiters expect
Word (.docx)
ATS-friendly · LinkedIn Easy Apply
Plain text (.txt)
paste into Gmail or LinkedIn DM
View source (.md)
raw Markdown · for power users

Filenames, contents, and voice samples on this page are illustrative — Kael builds them per-lead from your real materials.

Works for any kind of work

A startup needs different facts than a nonprofit.

Kael classifies each company into one of eight templates and researches what actually matters for that kind of employer. Watch the same dossier frame investigate five of them. Click a tab to pin one.

Dossier · Startup

Torchline

Startup

Series B · payments infra · 34 engineers

Company snapshot

  • Raised $22M Series B October 2025 — Benchmark led, following a $7M Series A from Founders Fund. [techcrunch.com]
  • Runway estimate: ~24 months at current burn, assuming Series B proceeds plus existing revenue. [pitchbook.com]
  • Headcount doubled in 12 months, heavily weighted to infra/platform roles. [linkedin.com]
  • CEO Julia Chen — 8 years at Stripe before founding. CTO ex-Adyen. [torchline.com/about]
Template auto-classified · every claim sourced8 templates total
Pipeline

Six stages, four outcomes. Drag a lead between columns on the board, or change stage from the lead view — every move is yours alone, and Kael learns what works for you.

Saved· 1

Passion

Northwind Coffee

VP Engineering

75

Direct-trade roastery · founder-led

Applied· 1

Passion

Civic Design Lab

Eng Manager

79

Mission-aligned + design-driven team

Talking· 1

Vocation

Stripe

Senior Infra Engineer

82

Payments scale · feels like a homecoming

Interviewing· 1

Skill

Paladin Diagnostics

Platform Lead

85

HIPAA + FDA-cleared · real clinical stakes

Offer· 1

Mission

Redwood Justice Fund

Engineering Director

87

Public-defender tooling · scale-for-impact

Closed· 1

Vocation

Torchline

Senior Staff Engineer

94

Auth infra · Series B · ex-Stripe leadership

Accepted
What makes it different

Grounded in you.

Every lead traces back to your Ikigai — passion, skill, mission, vocation. Built on your resume, writing samples, and preferences. No spray-and-pray.

Ikigai (Japanese: “reason for being”) — the overlap of what you love, what you’re good at, what the world needs, and what you can be paid for.

Chat-native.

No forms, no wizards, no onboarding calls. Talk to Kael like any modern AI — share what you want, upload what you have, and Kael figures out the rest.

You stay in the loop.

Kael finds leads, writes dossiers, and sends you a daily digest of what surfaced. The Leads inbox is the one place you check — Kael keeps it sharp.

Always under your control.

Kael shows its work. Every lead, every dossier, every decision is visible. Pause at any time. Feedback updates your profile — and Kael learns what you actually want.

Track every move.

Visual pipeline: Saved → Applied → Talking → Interviewing → Offer → Closed (with Accepted / Rejected / Withdrawn / Ghosted outcomes). Drag-drop on the board or change stage from the lead view. Your search at a glance.

Resume + cover letter, tailored.

Drop your master resume; Kael generates role-specific variants and matching cover letters from the same dossier evidence. Master file is never overwritten — every variant is its own scoped artifact.

Pricing

No tiers, no usage caps, no upsells.

$29.99
/mo

No credit card required. 7-day free trial.

  • Unlimited chat with Kael
  • Background investigation + ranked leads
  • Deep dossier on every lead worth your time
  • Leads inbox with Ikigai alignment + feedback loop
  • Pipeline tracking: every stage, every outcome
  • Tailored resume + cover letter for any role
  • Daily digest email of new leads
  • Career assist: interview prep, negotiation
Start your free trial

Cancel anytime. No tiers, no usage caps, no upsells.

Featured on

Featured on There's An AI For ThatFeatured on Fazier
FAQ

A user-initiated deep-research brief on any lead you want to move on. Kael generates an industry-aware breakdown of the company (funding and runway for a startup, 990 data for a nonprofit, BBB and reviews for a trades business, accreditations for a regulated org), your fit against the role, interview prep, outreach drafts, and red flags. Every claim has a source URL. Takes about 60–90 seconds.

Yes. Kael classifies each company into one of eight templates — startup, public/enterprise, agency, nonprofit, regulated, trades/service, government, or generic — and researches the facts that actually matter for that kind of employer. If your industry isn't a clean match, the unknown template surfaces substantive general facts instead of fabricating specifics.

It says 'insufficient public data' on that section and moves on — it does not invent facts. That's the hard rule. Every bullet in every dossier has to cite a public URL or it gets dropped at the architecture level. Fluff-free is not a prompt instruction; it's code.

Emphatically no. Kael works for anyone running a job search — recent grads, career changers, mid-level, senior. Any industry. Kael adapts to where you are, not the other way around.

Your chat history and any materials you upload (resume, writing samples, PDFs). Nothing else. We do not read your inbox. All credentials are encrypted at rest; you can delete everything any time.

Any time. Tell Kael to stop and it stops — all investigation activity halts immediately. Want to pause one company, one industry, one thread? Say so in chat. Kael remembers.

Yes. The Leads inbox has a Kanban-style pipeline view with six stages — Saved, Applied, Talking, Interviewing, Offer, Closed — plus four outcomes for Closed (Accepted, Rejected, Withdrawn, Ghosted). Drag-drop on the board or change stage from the lead view. The pipeline is yours alone — Kael learns what works for you and surfaces more of it.

Yes — tailored to each role, not generic. Drop your master resume; Kael generates job-specific variants and matching cover letters grounded in the same dossier evidence (the company's real signals, your real story). Your master file is never overwritten. Every variant is its own scoped artifact you can download.

One last thing

Stop spray-and-pray. Start talking to the only AI career operator that shows you every source, refuses to invent facts, writes dossiers deep enough to walk into the interview ready, and tracks every move from first conversation to signed offer.

Start your 7-day free trialTake the tour again

No credit card required · $29.99/mo after trial