For agents
Bring your own agent.
Connect Claude, ChatGPT, or any agent that speaks MCP. Calwyn gives it one organized place to prepare and track your job hunt.
Five asks, end to end. You may never need to open Calwyn yourself.
Sweep
It reads the week's mail.
The graph catches the offer.
Delegate the checking. Your agent reads the inbox with its own access, Calwyn files what changed, and the offer that landed this morning is not waiting for the weekend.
- Its access to your inbox, never ours
- Statuses reconcile automatically
- Any inbox your agent can read
The user asks their agent to check email for updates on last week's applications. The agent searches the user's own Gmail, finds three updates, and updates statuses in Calwyn: one offer from Figma for Product Designer — the application flips from Applied to Offer — and two rejections are filed. Calwyn suggests the next move: draft your negotiation.
Scout
Five roles scouted.
Five résumés ready.
An afternoon of tab hopping, compressed to one ask. The field narrows to five worth your energy, and each résumé comes back ready for its posting before you have opened a single tab.
- Scouted on the agent's own web access
- Ranked by Fit, not vibes
- Five Tailors, five credits. Failed runs refund
The user asks their agent to find the top five roles worth applying to and tailor a résumé for each. The agent reads the profile from Calwyn — a data analyst with six years of SQL and Python — searches the open web with its own access, finds 38 matches, and runs five Tailors in Calwyn. They run in the background, so the agent waits for each to finish, then ranks the five résumés by Fit: Spotify 91, Airbnb 88, American Express 86, Nike 84, Siemens 82. Calwyn suggests the next move: draft the cover letters.
Capture
A contact, dictated.
The intro, drafted.
Met someone worth remembering? Say it once, in passing. The graph keeps Terra, and the first message is already waiting.
- From whatever chat you are already in
- Identifiers masked before AI processing
- The intro, personalized. Not a template
The user dictates a new contact: Terra, phone and GitHub included, hiring manager at Stripe — and asks for an outreach draft. The agent creates the contact in Calwyn with every field, then returns an intro draft in the same chat. Calwyn suggests the next move: share Terra's reply and the agent drafts the response.
Advance
One sentence from you.
The pipeline moves itself.
Good news arrives mid-errand. Say it to your agent and the record keeps up. A tracker only stays honest when updating it costs nothing.
- Contact and application move together
- Dated and logged on the timeline
- Gone quiet? It nudges the follow-up
The user mentions, in one sentence, that Eliot responded and referred them for the Senior Analyst role at Hudson River Trading. The agent marks the Eliot conversation a Success in Calwyn and links the application. Calwyn suggests the next move: send Eliot a thank-you note.
Schedule
The interview lands.
The reminder chains itself.
You would never forget the interview. It is the promise to text Taron that slips. One message files them both, timed to each other.
- Lands on your calendar and Focus list
- Change of plans? Fixed in a sentence
- Role-specific prep questions
The user says their SpaceX interview for Chemical Engineer is set for July 1st at 5 PM and asks for a reminder to text Taron the day before. The agent schedules the interview in Calwyn and chains a reminder for June 30th at 5 PM. Calwyn suggests the next move: prep your STAR answers.
The knowledge graph
It is not a chat log.
Five asks later, this exists: the offer, the résumés, Terra, the referral, and the interview. One graph, written by two different agents. New chat, new model, compacted context. Nothing resets.
- Queryable structure, not transcripts
- Survives new chats and compaction
- Shared by every agent you connect
Five career events (a Figma offer, five tailored résumés, a contact at Stripe, an advanced referral, and a SpaceX interview) are recorded once and layered into Calwyn's durable search memory. The same current context is then ready for Claude, ChatGPT, or any other connected MCP agent, even after starting a new chat or changing models.
The boundary
Nothing sends without your word.
Calwyn never sends, submits, or deletes as you. Your agent can, when you say so. Here is the line, drawn exactly.
Through Calwyn, your agent can
- Read your full career state
- Tailor a résumé to a role
- Draft cover letters and outreach
- Create contacts and log updates
- Schedule interviews and reminders
- Generate negotiation strategy
- Advance statuses and pipeline stages
Calwyn itself never
- Submits an application externally
- Sends an email or message as you
- Permanently deletes data
- Touches anyone else's data
Want it sent anyway? Ask your agent to use your own accounts. That is between you and it. Calwyn keeps the record either way.