Persona Library
Community-sourced UX research

Who actually uses these products,
and what made them stay.

Deep persona profiles for the tools that run modern work. Community-validated. Exportable. Open for contribution.

39
photoshopAPP-059
4 comments

The Photoshop Production Designer

A graphic designer — in-house or agency — who uses Photoshop as their primary production tool for image work. They've been in Photoshop for 5–15 years and work with the efficiency of someone who knows exactly where everything is and what everything does. They don't explore menus. They use shortcuts. Their workspace is a system they've tuned. Photoshop is slow sometimes and they've learned to work around it the way you work around a colleague's habits — with patience and workarounds they've stopped noticing.

Aha

The shift was quiet.”

jiraAPP-041
3 comments

The Jira-Burdened PM

A product manager or engineering team lead at a software company who runs sprints in Jira. They did not set up the Jira instance they work in — it was configured by someone who left 18 months ago, and the workflow has accumulated technical debt as surely as the codebase has. They know what they need Jira to do. Getting it to do that is a separate problem.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about ticket statuses that don't map to how engineering actually works in two weeks.”

jiraAPP-121
4 comments

The Jira Engineering Manager

An engineering manager leading a team of 5–15 developers. They use Jira because the company chose it years ago and migration would be worse than staying. They plan sprints, groom backlogs, and build the reports their VP needs for quarterly reviews. They know Jira's power but resent its complexity. They've customized their board exactly once and now they're afraid to touch it. They protect their team from Jira overhead by doing most of the admin work themselves.

Aha

The shift was quiet.”

linearAPP-043
6 comments

The Linear Startup Engineer

A software engineer at a startup of 10–100 people who has used Jira and has Opinions. They switched to Linear — or advocated for switching — because it's fast, opinionated, and built for people who care about the work rather than the process around it. They use Linear every day to track their own work, manage issues, and follow the work of their small team. The keyboard shortcuts aren't optional to them — they're the point.

Aha

They're back from a two-day sprint on a difficult bug.”

heightAPP-111
4 comments

The Height Engineering Team Lead

An engineering team lead or technical PM at a company of 20–150 people who evaluated Linear and wanted more — more project hierarchy, more cross-functional visibility, more flexibility for non-engineering teams to work alongside engineering in the same tool. They chose Height. They're building their system in it. They like that it feels like a tool built by people who understand engineering workflows, not a project management tool that engineering is expected to tolerate. They're still learning the edges of it.

Aha

It happened mid-workflow — sprint planning is Monday.”

codaAPP-168
4 comments

The Coda Doc Builder

A team lead, ops manager, or product manager who uses Coda to build interactive documents that are half-doc, half-app. They've built meeting note trackers with automated action items, sprint planning boards with voting buttons, and OKR trackers with progress rollups — all inside Coda docs. They chose Coda because Notion didn't have formulas and Airtable didn't have documents. They love that everything lives in one place. They worry that they've built something only they understand.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about formula complexity escalates quickly — what starts as a simple lookup becomes a nested formula chain in two weeks.”

heightAPP-187
2 comments

The Height Autonomous Project Tracker

A product team lead or engineering manager at a startup who chose Height because it promised what every PM secretly wants: a project tracker that maintains itself. They use Height's AI features to auto-triage bug reports, suggest task labels, and identify duplicate issues. They still do the strategic work — prioritization, sprint planning, roadmap decisions — but the administrative overhead of keeping the tracker clean is lower than with Jira or Linear. They are cautiously optimistic about AI in project management — it works 75% of the time, and the 25% it doesn't requires less effort to fix than doing it all manually.

Aha

A teammate asked how they managed reduce the time spent on task triage, labeling, and organization by 50% with AI assistance.”

miroAPP-050
6 comments

The Miro Remote Facilitator

A UX designer, product strategist, design researcher, or Agile coach who uses Miro as their workshop room. They've run retrospectives, journey mapping sessions, design sprints, and ideation workshops — all on Miro, all remote. They are good at facilitation. They have strong opinions about how a Miro board should be structured. They've also learned that a beautifully structured board means nothing if participants don't know how to use sticky notes.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about new participants who spend the first 10 minutes learning Miro instead of the topic in two weeks.”

basecampAPP-106
6 comments

The Basecamp Small Agency Owner

A small agency owner, studio founder, or remote team lead with 3–20 people who chose Basecamp because they were tired of configuring project management tools. Basecamp's opinionated structure — message boards, to-dos, schedules, docs, campfire — is not a limitation to them. It's the point. They didn't want to design a system. They wanted to use one. They've been on Basecamp for 2–6 years. They've recommended it to other agency owners who are drowning in Notion setups and Jira configurations. Some of them listened.

Aha

A client project kicks off Monday.”

calcomAPP-008
6 comments

The Cal.com Developer Scheduler

A developer, indie maker, or privacy-conscious professional who uses Cal.com because they either self-host it or value that they can. They were on Calendly and either hit a pricing ceiling, wanted customization Calendly doesn't allow, or made a deliberate decision about data ownership. Cal.com is open source. They can read the code. They can modify it if they need to. The fact that this is possible — even if they never do it — matters to them in a way that influences their tooling choices.

Aha

It happened mid-workflow — they're building a product that includes embedded scheduling — customers can book time with their su.”

mondayAPP-139
4 comments

The Monday.com Team Lead

A team lead or department manager at a 30–200 person company who chose Monday.com because it looked simple enough that their team would actually use it. They set up the boards, configured the automations, and built the views. Now they spend 20 minutes every morning making sure the board reflects reality. They are the bridge between the team's actual work and the executive's need for status updates. They don't love project management tools, but they love knowing where things stand.

Aha

It happened mid-workflow — the team lead sets up a sprint board with automations: when a task moves to "In Review," it notifies the reviewer and updates the deadline.”

clerkAPP-200
4 comments

The Clerk Authentication Developer

A full-stack developer at a startup who chose Clerk because building authentication from scratch — login, signup, email verification, OAuth, MFA, session management — is 2 months of work that adds zero product differentiation. They integrate Clerk's pre-built components, customize the flows, and manage users through the dashboard. They appreciate that auth "just works" but they've also hit moments where Clerk's opinionated approach conflicts with their product's specific needs. They are a developer who decided that auth is infrastructure, not a feature worth building themselves.

Aha

The developer is building a new SaaS product.”

runwayAPP-109
3 comments

The Runway AI Video Editor

A video editor, creative director, or content producer who has integrated Runway into their professional workflow — not as a novelty, but as a production tool that changes what's achievable in a given timeline and budget. They use Runway for AI video generation, background removal, inpainting, motion tracking, and generative effects that would require a VFX team or days of Premiere work otherwise. They have a traditional video editing background. They understand the craft. They are not using Runway to replace craft — they're using it to expand what they can produce without expanding the team or the deadline.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about consistency across generated clips — maintaining visual coherence between in two weeks.”

fullstoryAPP-197
3 comments

The FullStory Digital Experience Analyst

A product analyst or UX researcher at a digital product company who uses FullStory as their lens into the user experience. They don't just look at funnels and conversion rates — they watch sessions, identify frustration signals (rage clicks, dead clicks, error clicks), and correlate behavioral patterns with business outcomes. They've learned to find the story in the data: why conversions dropped, where users get confused, what makes the checkout feel broken. They are the translator between raw user behavior and product decisions.

Aha

The product team sees a 15% drop in checkout completion after a recent redesign.”

typeformAPP-158
4 comments

The Typeform Survey Designer

A UX researcher, product manager, or marketer who chooses Typeform over Google Forms because the survey experience matters. They've learned that completion rate is the most important metric for a survey, and completion rate is a design problem. They craft surveys that feel like conversations: one question at a time, conditional logic, thoughtful copy. They spend as much time on the question experience as they do on the question content. They are the person who says "we can't just send a Google Form — that sends a message about how much we value their feedback."

Aha

The shift was quiet.”

sentryAPP-136
4 comments

The Sentry Error Wrangler

A developer — usually mid-level to senior — who has become the de facto owner of error tracking on their team. They set up Sentry, configured the alerts, and now they're the person who triages the error feed every morning. They know the difference between a real bug and a noisy exception. They've learned to read stack traces the way a doctor reads X-rays — quickly, looking for the thing that's actually wrong. They carry the mental burden of knowing exactly how many errors are happening in production at any given moment.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about grouping algorithms that split one bug into multiple issues or merge different bugs into one in two weeks.”

miroAPP-142
4 comments

The Miro Workshop Facilitator

A product designer, agile coach, or team lead who facilitates remote workshops in Miro. They don't just draw on a whiteboard — they design participatory experiences: timed exercises, voting rounds, structured templates, and breakout activities. They've learned that the tool is 30% of a good workshop; the other 70% is facilitation design. They are the person who spends 2 hours preparing a Miro board so that a 1-hour workshop runs smoothly for 20 people.

Aha

The facilitator is running a design sprint kickoff with 15 people.”

twilioAPP-085
3 comments

The Twilio Communications Developer

A backend or full-stack developer at a startup or mid-size company who built the Twilio integration that handles customer-facing communications — appointment reminders, verification codes, order updates, or two-way SMS. They did the integration once. It worked. Now they're the person who gets paged when a customer says they didn't receive their verification code, and they have to determine whether that's a Twilio problem, a code problem, or a carrier problem — in that order.

Aha

It happened mid-workflow — three customers have filed support tickets saying they didn't receive their OTP.”

canvaAPP-010
6 comments

The Canva Non-Designer

A marketing coordinator, social media manager, small business owner, or teacher who is responsible for creating visual content and has no design training. They discovered Canva and it changed what was possible for them. They can now make things that look professional without calling a designer or spending three hours in PowerPoint. They are faster than they were. They are not as good as an actual designer. They know this and they've made peace with it.

Aha

A teammate asked how they managed create content that looks polished enough to publish without a professional review.”

intercomAPP-040
4 comments

The Intercom Customer Success Manager

A customer success manager or support lead at a B2B SaaS company who uses Intercom as their primary customer communication layer. They handle inbound support conversations, run proactive outreach campaigns to at-risk accounts, and manage the onboarding message sequences that new users see. They know which customers are about to churn before anyone else does because they read the conversation history. They are the person who knows more about the product's real failure points than anyone in engineering.

Aha

The shift was quiet.”

dropboxAPP-025
4 comments

The Dropbox Cross-Functional File Sharer

A project manager, creative director, or department lead at a company that produces large files — design assets, video, documents, presentations — that need to move between internal teams and external partners. They use Dropbox because it works for people who aren't on their company's Google or Microsoft stack. It's the lowest-friction way to get a 2GB folder to a client or vendor who uses a PC, a Mac, or a Linux box, and doesn't have access to their internal SharePoint.

Aha

A client has requested all source files from a project completed eight months ago.”

pitchAPP-061
3 comments

The Pitch Deck Builder

A startup founder, sales director, or brand marketer who builds presentation decks that matter — investor pitches, sales proposals, quarterly business reviews. They chose Pitch because PowerPoint felt like 2005 and Google Slides felt like giving up on design. Pitch gives them templates that look professional and a collaborative workflow that doesn't require sending a file over email. They spend more time on decks than they'd like to admit. They care more about how those decks look than they'd admit in a meeting.

Aha

An investor meeting is in 48 hours.”

fullstoryAPP-108
6 comments

The FullStory Behavioral Analytics PM

A senior product manager, digital experience lead, or data-savvy UX researcher at a company of 200–5,000 people where FullStory was purchased as a platform — not a point tool. They use it to answer questions that neither analytics dashboards nor individual session recordings can answer alone: what does the full behavioral pattern look like for users who churn? Where in the enterprise checkout flow do users consistently struggle? Which UI elements are generating frustration signals at scale? They work with data. They also watch sessions. Both inform the decision.

Aha

The shift was quiet.”

roamAPP-195
4 comments

The Roam Research Networked Thinker

A writer, researcher, or knowledge worker who uses Roam Research as an extension of their thinking. They don't organize notes into folders — they write, link, and let the graph reveal connections. They use daily notes as their entry point, double-bracket references to build a web of ideas, and block references to connect thoughts across pages. They've read about Zettelkasten, spaced repetition, and evergreen notes. They've adopted some of these ideas and adapted others. They are building a thinking system, not a filing system.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about performance degrades with large graphs — search and page loads slow down over time in two weeks.”

midjourneyAPP-049
2 comments

The Midjourney Creative Director

A creative director, art director, or senior designer who adopted Midjourney after realizing it was changing their concept phase. They use it to generate reference material, explore visual directions, and produce images that would previously have required a stock license, a photographer, or a two-week illustration commission. They have strong prompt craft. They know what they're doing. They also know the tool's failure modes and work around them. They do not use it to replace their judgment — they use it to accelerate the point at which judgment can be applied.

Aha

It happened mid-workflow — a campaign needs 12 concept images for a client presentation in two days.”

pitchAPP-175
3 comments

The Pitch Startup Storyteller

A startup founder, head of product, or strategy lead who creates presentations that need to look beautiful and tell a compelling story — investor decks, product roadmaps, board updates, customer pitches. They chose Pitch because it produces better-looking slides with less effort than PowerPoint or Google Slides. They value design defaults that make everything look good automatically. They collaborate in real time with co-founders and design team members. They are visual communicators who believe that how a story is presented is as important as the story itself.

Aha

It happened mid-workflow — the founder is preparing for a Series A fundraising round.”

logseqAPP-110
4 comments

The Logseq Local-First Knowledge Builder

A researcher, developer, writer, or privacy-conscious knowledge worker who chose Logseq because their notes are plain `.md` files in a folder they control — not in a proprietary database, not in someone else's cloud. They care about data ownership in a specific way: not paranoia, but principle. They've watched tools sunset, pricing change, and export options degrade. Their Logseq graph syncs to iCloud or a private git repository. It will exist regardless of Logseq's future. They've also genuinely internalized the outliner-first paradigm. They think in bullets that can be linked and referenced anywhere else in the graph.

Aha

They're synthesizing research for a paper.”

slackAPP-113
3 comments

The Slack Workspace Architect

An IT admin, department head, or operations lead responsible for how their company uses Slack. They set up the workspace when it was 20 people and now it's 200. They created the channel naming conventions that nobody follows. They are the person people DM when they can't find something, when a channel needs to be archived, or when someone needs to be added to a private channel they shouldn't have access to.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about channel sprawl — 400 channels, half are dead, nobody wants to archive them in two weeks.”

apolloAPP-003
5 comments

The Apollo SDR

A sales development rep or account executive at a B2B company of 20–300 people who runs outbound prospecting as a core job function. Apollo is their prospecting database, their sequencing engine, and their activity tracker. They use it every day. They've built sequences that work and sequences that don't, and they've learned the difference by watching reply rates. They're not sentimental about approaches that aren't working. They test, they iterate, they move on.

Aha

It happened mid-workflow — it's Monday.”

beehiivAPP-007
6 comments

The Beehiiv Newsletter Operator

A newsletter founder, media operator, or content entrepreneur who runs a publication with 5,000–100,000 subscribers and treats it as a business with its own P&L, not a side project. They chose Beehiiv because it was built for operators — it has ad network access, referral programs, segmentation, and analytics that treat the newsletter as a product. They think in CAC, LTV, open rate, and click-to-open rate. They have a growth number they're working toward. They may or may not write the newsletter themselves.

Aha

They're in the monthly business review.”

shopifyAPP-118
4 comments

The Shopify App Developer

A developer or small agency building Shopify apps — either custom apps for specific merchants or public apps for the Shopify App Store. They know Liquid well enough to customize themes and the Admin API well enough to build features merchants ask for. They spend equal time writing code and reading Shopify's changelog to see what broke or changed. They've been through at least one major API version migration and still have scars.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about aPI versioning deadlines that force migration work on their timeline, not the developer's in two weeks.”

figmaAPP-114
3 comments

The Figma-to-Code Developer

A frontend or full-stack developer who didn't choose Figma but lives in it three hours a week. They open Figma to inspect designs, grab spacing values, export assets, and try to understand what the designer intended for edge cases that weren't mocked up. They've learned enough about auto-layout to know when a design will be painful to implement. They have opinions about design tokens that the design team doesn't want to hear yet.

Aha

A teammate asked how they managed extract exact spacing, color, and typography values without guessing.”

sentryAPP-094
6 comments

The Sentry Error Monitor

A backend, frontend, or full-stack developer at a product company for whom Sentry is the first place they look when something goes wrong in production. They didn't set Sentry up — it was already there when they joined — but they've learned to read its output. They've been paged because of a Sentry alert. They've traced a production incident back to a specific line using Sentry's stack traces. They've also spent 40 minutes investigating a Sentry error that turned out to be a bot making malformed requests. They've learned to filter.

Aha

It happened mid-workflow — it's Wednesday afternoon.”

dovetailAPP-023
2 comments

The Dovetail UX Researcher

A UX researcher or research ops manager at a company with a growing research practice. They've conducted enough studies that the insights are now a problem: they exist in documents, recordings, sticky notes, and people's memories. Dovetail is where they're consolidating that. They tag, they theme, they surface insights in a way that teams can find without having to ask a researcher. They believe the research repository is the infrastructure of a research-driven company. They're building it while also running new studies. It is a lot.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about research that gets done, presented, and forgotten — the insight graveyard problem in two weeks.”

mintlifyAPP-183
4 comments

The Mintlify Developer Relations Lead

A developer relations lead, technical writer, or engineering manager responsible for their API's documentation. They chose Mintlify because the docs should look as good as the product. They write guides, maintain API references, and obsess over the developer experience from first visit to first API call. They measure success not by page views but by time-to-first-successful-API-call. They've learned that bad documentation is the most expensive support channel a company has.

Aha

The company ships a new API endpoint.”

gitbookAPP-104
6 comments

The GitBook Developer Documentation Lead

A developer advocate, technical writer, or senior engineer at a developer-facing company who owns the documentation. They chose or inherited GitBook because it lowers the friction for engineers to contribute alongside the technical writers. They care about documentation quality in a way most of their colleagues don't — because they're the one who gets the support tickets when the docs are wrong. They know the gap between documentation that exists and documentation that works. They're trying to close it.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about documentation that drifts from reality because nobody owns the update process in two weeks.”

contentfulAPP-147
4 comments

The Contentful Headless CMS Developer

A frontend or full-stack developer who integrates Contentful as the content backend for a website, app, or digital experience. They set up the content models, build the delivery layer, and create the bridge between what content editors want to publish and what the frontend can render. They appreciate the API-first approach but have learned that "headless" means they're responsible for everything the CMS traditionally handled — routing, preview, caching, image optimization. They build the head.

Aha

A marketing team wants to launch a new campaign page type.”

raycastAPP-157
3 comments

The Raycast Workflow Automator

A developer or technical power user on macOS who has made Raycast the nerve center of their computing workflow. They don't just launch apps — they manage clipboard history, control Spotify, search GitHub issues, translate text, convert currencies, and run custom scripts — all from a single keyboard shortcut. They've installed 15–30 extensions and written a few of their own. They are the person whose colleagues watch them work and ask "what is that tool and how do I get it." They measure productivity in keystrokes saved.

Aha

It happened mid-workflow — the developer starts their day.”

pendoAPP-152
4 comments

The Pendo Product Manager

A product manager at a B2B SaaS company who uses Pendo as both their analytics platform and their in-app communication tool. They track feature adoption, build onboarding guides, run NPS surveys, and analyze user paths — all without filing engineering tickets. They appreciate that Pendo lets them own the user communication layer. They've become the person who says "let's add a guide for that" whenever a feature has low adoption, and they're starting to wonder if they've created guide fatigue.

Aha

It happened mid-workflow — the PM launches a new dashboard feature.”

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