Builders 2.0 · Pensive
An AI career agent
that works for builders
Builders learns what you have built and what you want next, then introduces you to fast growing startups. I designed 2.0, which turned a job portal into Ara, an agent that works for the builder.
- AI Agent
- Hiring Marketplace
- Redesign
- Duration: Launched Oct 2026
- of builders who saw Meet Ara sent it a message
- 62.6%
- median time from Meet Ara to the first message
- 39s
- tracked a job within their first week
- 40.5%
- weekly signups, 16 on 1.0 in May to 200 in October
- 12.5×
- Role
- Founding Product Designer
- Launched
- October 2026, after a three week rebuild
- Team
- Me, the founders and engineering
- Platform
- Web app for builders, hiring tools for companies
Overview
From a job portal to an agent that works for you
Builders is Pensive’s hiring product for early career, AI native talent. Version 1.0 grew in layers: profile pages, a dashboard, job lists and an agent in a side panel. In 2.0 the agent is the product. Ara learns what builders want, searches the market and turns a fit into a warm intro.
“Never before has someone successfully sent us a candidate that converted to offer this fast. We are picky.” Kais, CEO of Blockit
Problem
The application black hole
The old hiring signal is breaking. Résumés and code tests can’t show who can really build, so strong early career builders without big names on their CV get lost. The startups that want them can’t find them.
A builder’s job search, before
Five jobs, all done alone
01
Find
Scroll keyword job boards for roles that might fit.
02
Filter
Guess which startups are real, funded and hiring at their level.
03
Apply
Send the same résumé into application piles.
04
Wait
Hear nothing back, with no idea why.
05
Negotiate
Accept an offer blind. There is no levels.fyi for startups.
How might we
get undervalued builders seen for what they’ve built, while giving startups a signal they can trust?
Before → After
1.0 was a portal. 2.0 is an agent.
Builders 1.0 was built feature by feature from May to October 2026. Each piece worked, but builders had to stitch them together. The agent, the most useful part, sat in a side panel.
Builders 1.0 · May to Oct 2026
- Profile pageA public builder profile to fill in and share
- Onboarding formA long, numbered questionnaire
- Job listsOpportunities and unreviewed jobs to sort through
- Agent on the sideA floating panel, separate from the jobs
Builders 2.0 · Oct 2026
- Meet AraOne question: what do you want to do next?
- Jobs in the chatAra answers with roles you can open and track
- PreferencesWhat Ara learned, editable in one place
- Warm introWhen there’s a fit, Builders introduces you
Drag to compare: the 1.0 form vs asking Ara
The agent moved to the centre
The side panel became the home screen. Ara opens every session and jobs arrive as cards in the chat.
Job lists folded into the chat
The two job lists are gone. Ara brings roles into the chat and the ones you like go to My jobs.
Profile pages gave way to preferences
No public page to maintain. Builders review what Ara has learned and set their hard no’s.
Approach
Each rule traded a little speed for trust
Conversation first
The app opens on one question, “What do you want to do next?”, not a filter panel.
Tradeoff: less browsing, more asking.Every answer pays back
Each preference a builder sets changes what Ara surfaces right away.
Tradeoff: more questions up front.Boundaries come first
Hard no’s for companies, roles and industries, so Ara never resurfaces what you’ve ruled out.
Tradeoff: a smaller, sharper set of matches.Make worth visible
Comp benchmarks sit beside the search, so builders know where they stand before they talk to anyone.
Tradeoff: we show ranges, not promises.
SolutionFor builders
What Ara does for you
Ask in your own words
Builders type what they want, like “founding product designer roles at AI startups, remote or NYC”. Ara reads their profile, searches and answers with roles they can Track in one tap.
Preferences that read like a conversation
Role, company, timing, pay and boundaries as short, tappable choices. Rank stages, describe culture in plain words and set hard no’s.
One place to track every move
Roles you like land in My jobs and move from Tracked to Applied, In Process and Offer. Every detail is one click away.
Know what you’re worth
Enter your pay, stage and role. Builders compares you with the Bay Area and your peers, so you know where you stand before you negotiate.
A profile built from the work
Experience and skills arrive filled in. Builders add a few lines, and it becomes the story behind every warm intro.
For companies
One team for the whole hire
For companies, Builders is one partner from first search to signed offer. Three products, each showing the signal behind a candidate.
Hire
Warm intros from a pool of 100K+ builders, with the context to say yes in one tap.
Screen
Every applicant gets a score out of 100 and a report that explains it.
Assess
A real codebase in a sandboxed IDE with Claude Code and Codex. See how candidates build with AI.
Impact
What changed after launch
Analytics from the first eleven days after Meet Ara went live (Oct 24 to Nov 4, 2026), next to our own 1.0 numbers.
62.6%
of builders who saw Meet Ara messaged it (139 of 222)
39s
median time from Meet Ara to the first message
40.5%
tracked a job within a week (90 of 222)
16 → 200
builder signups a week, from May on 1.0 to October
46%
of sourced candidates got a warm intro in a fintech pilot. Every one replied.
Lessons
What I believe now about AI that represents people
01
An agent earns trust by showing what it knows about you and why it chose what it chose.
02
The less a product feels like a form, the more people tell it. That is the signal.
03
Agents propose; people decide. Every intro starts with the builder saying yes.
This is just a part of the story…
Reach out for more on this project!