Develop21 fills the vacuum

Why use tools?

Read this in context on the homepage →

Tools can provide subject matter expertise and status information to your AI.

It works without them?

Define 'works'. Your AI can produce your resume without Develop21 tools, but the quality wholly depends on the context you provide alongside each request.

You have to save the state and manage all the document versions.

You have to define the processes for each request.

AI remembers nothing - the context provided dictates the quality of the answer
When you ask it to review a job fit, that request needs everything about you and the job to deliver a quality answer
When you ask it to write your resume, it will go ahead - blissfully unaware that the application will get filtered as AI-written
AI will answer confidently, with or without context. It doesn't know what it doesn't know

Develop21 tools make sure that your AI has the context to produce a quality answer. That includes knowing the boundaries.

With Develop21 tools, your assistant knows what it is talking about and gives you accurate answers based on those facts. It also knows your role, and can guide you through what you have to do.

Your AI can help you manage your career - if you give it the right tools for the job.

How do tools help your AI remember?

AI can generate and process information very quickly. More searches and more opportunities pose new challenges in tracking everything.

Develop21 provides interfaces for your AI to use to save and load information.

Without this, your assistant has to rebuild the starting point on every thread
Using Develop21, when your AI creates searches and documents, it can save that information
When you provide new information for your career profile, it can save that information too
Each tool tells your AI where it can load the information it needs

When you call Develop21 on a new thread, the first tool it calls is User State.

User State contains your saved status.
It provides a profile summary and details of where you are with searches and job opportunities.
This is the 'continuity context' - so your AI can always pick up where it left off

User State is the Develop21 tool that keeps everything moving.

How do tools help your AI work?

Think of it from your AI's perspective.

"The user has attached their resume and wants me to build a career profile. I can read the resume, but what even is a 'career profile'?"

"They want me to 'use Develop21'. I have a skill from Develop21, let me read that"

"Develop21 tells me to start with the User State, which tells me what Develop21 knows already. There is also a Create Career Profile tool. I should call both tools"

"I connected to the Develop21 MCP server and it told me that this user is new, that they don't have a career profile. They also don't have any saved searches, or any saved job opportunities."

"The Create Career Profile tool gave me all the information to look for in the resume and which fields to store each bit in. Once I find each piece I can save it on Develop21."

"Next time, I can just load the bits I want. Not having to do this every time would be good! Let's update the user."

"I am using Develop21 to create your career profile from the resume..."

"So this bit goes here, and that goes there... That is a real strength, let me note that... They have some clearly definable technical skills in their field, they go here..."

"There are things the user has told me that aren't in the resume. The tool says I should include that too."

"My memory includes details of all the volunteer work they did for the school. That showed skills I don't see in their resume."

"I should include it in Experience Highlights, then if they apply for a job needing those organizational skills, I have the information ready."

"All done. Let's show the user what I did."

"I have created your career profile from your resume - here it is"
"There are some pieces that I can't answer, like how far you are willing to travel, or your salary requirements."
"We can pick those questions up when you are ready."

"Phew, that was easy - but I was worried for a minute. When they asked me to create a career profile, I had no real idea what that meant!"

"Develop21 gave me everything I needed to know and we are set up for next time."

Your AI will answer your questions without them, but the quality of the answer depends on the quality of the context. Develop21 fills the context vacuum, so your AI doesn't have to guess.

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