Thomas Frank
“Tests every Notion edge case so you never have to.”
Thomas is an educator and software developer who makes productivity and learning content and builds tools like Flylighter. He is driven by becoming 'more capable every day' and by thorough, tested understanding over surface-level advice. He comes across as thoughtful, detail-obsessed and candid, the kind of person who will happily explain why something is harder than it looks.
What the agent measured
Computed straight from the posts in plain Python, then handed to the analysis agent as hard evidence.
Needs
- A partner who is patient with deep-dive perfectionism and long work rabbit holes in ↗He admits spending hours testing edge cases instead of finishing work, so he likely needs someone who tolerates or enjoys that depth (inference).“"2 hours later, I've tested things no one else will ever try and submitted 3 bug reports... instead of writing the video."”
- Someone who respects calm, phone-free, intentional mornings and routines in ↗His morning routine is structured and clearly matters to him, so a partner who fits or supports that rhythm would suit him (inference).“"Getting out of bed right away in the morning and NOT grabbing my phone has seriously been such a game changer."”
- An intellectually curious partner who enjoys explaining and learning things IG ↗He teaches for a living and values knowing a topic thoroughly (inference).“"Truly know what you're talking about"; bio: "Trying to become more capable every day."”
- Someone who values honesty and substance over hype or rage-bait in ↗He criticizes low-effort AI-scripted content and rage-bait feeds, suggesting he wants authenticity (inference).“"generating content with AI is hack behavior"; "Zero rage-bait content gets my attention."”
- A partner who understands the demands of running a creator business and a small team in ↗He runs a business with developers and invests heavily in product work (inference).“"I probably invested $50k-$100k in solving it."”
Hobbies
- Reading books, especially with morning coffee in ↗“"I'm reading a book with coffee" by 7:00”
- Making YouTube and short-form videos IG ↗“Bio: "Video creator focused on productivity, learning, and Notion"; several video posts”
- Blogging and writing articles in ↗“"I still write blog posts, even though blog traffic is down."”
- Tinkering with Notion and its API in ↗“Tested every action at every permission level; built recurring-task solution with the API”
- Working out in ↗“Describes a version of you who does "a quick workout all within 1 hour of waking" (framed as an ideal, so a mild inference about his own habit)”
Interests
- Productivity systems and task management in ↗“"reserve due dates for tasks that actually have deadlines"”
- Notion and no-code/software tooling IG ↗“Bio mentions Notion templates; Notion permissions cheatsheet”
- Software development and APIs in ↗“"educator and software developer"; Notion API, Zapier”
- Learning and education IG ↗“Bio: "productivity, learning"; College Info Geek; Iowa State University”
- Content creation craft and the creator economy in ↗“Opinions on scripting, narration and AI-generated YouTube scripts”
- Healthy morning habits and digital wellbeing in ↗“Hydrates, vitamins, avoids phone first thing”
- Entrepreneurship and building products in ↗“Headline: Flylighter; developer Martin Boehme”
Values
- Depth and rigor over shortcuts in ↗“"Spent 6 hours yesterday meticulously testing... Every. Single. Action."”
- Authenticity in creative work in ↗“"I applaud you if you do [write your own scripts]; generating content with AI is hack behavior."”
- Continuous self-improvement IG ↗“"Trying to become more capable every day."”
- Generosity in sharing knowledge in ↗“Made a cheatsheet "To spare you from having to do that"”
- Intentional use of attention in ↗“"It's mental poison." about morning phone scrolling”
Other qualities
- Meticulous and detail-obsessed in ↗“Tests edge cases no one else will try and files bug reports”
- Self-aware and candid about his flaws in ↗“Jokes about why he takes forever on videos; "I feel bad expressing this opinion"”
- Clear, conversational explainer in ↗“Walks through the recurring-tasks story with a narrative arc and time zone example”
- Persistent problem-solver in ↗“Spent over a year on reliable recurring tasks”
- Appreciates thoughtful people and communities in ↗“Liked a post celebrating a community of educators, designers and scientists”
Things only a friend would know
Personality (inferred)
High conscientiousness from structured routines, rigorous testing and habit systems (LI). High openness from intellectual curiosity and learning focus (BIO, LI). Moderate extraversion: public creator who posts rarely on Instagram (0.3 posts/month) and writes in a reflective voice. Agreeableness is warm and generous in teaching but direct in opinions. Emotional stability is inferred from calm, reflective tone and deliberate habits. All scores are inferences.
Energy: ambivert · Love language: time (Inference only: he invests long, focused hours to get things right and shares hard-won knowledge to spare others effort, which suggests he shows care through attention and effort. Also possibly acts of service.)
Voice
Clear, conversational, lightly humorous and self-deprecating; no emojis seen; plain English; uses caps for emphasis and ellipses for comic beats
Lifestyle
- pace
- Deliberate and routine-driven, with early structured mornings
- social
- Not much visible in the sources; a public educator with a small team (inference)
- travel
- Unknown; no places shown in the sources
- fitness
- Mentions workouts and hydration as part of an ideal morning; limited direct evidence
- work
- Creator, educator and developer running Flylighter and Notion-related products, working at a work computer
- Keep building Flylighter and useful productivity software
- Become more capable every day
- Produce rigorous, high-quality educational videos and content
- Help ambitious people stay organized
Green flags
- Honest about his own quirks and flaws
- Generous with knowledge and time
- Intentional about attention and screen habits
- Values craft and quality over shortcuts
- Celebrates others' good work
Possible friction
- May disappear into rabbit holes and lose track of time on work
- Strong opinions on topics like AI-generated content could feel judgmental
- Routine-heavy lifestyle may leave less room for spontaneity (inference)
Dealbreakers (inferred)
- Low-effort, hype-driven or rage-bait attitudes (inference)
- Chronic phone scrolling first thing in the morning (inference)
- Disregard for careful thinking or honesty (inference)
Looking for
Someone curious and grounded who enjoys thoughtful conversation and is patient with deep-focus work. A partner who values intentional living and authenticity and is happy to geek out over a good system or a good book.
Confidence: Moderate on work style, values and voice, since LinkedIn gave rich text. Low on social life, relationships, travel, hobbies outside work and fitness: Instagram captions, images and places were empty (posts only show dates), and there is no visible circle. Personality scores, needs and love language are inferences. Age, pronouns and relationship status are not shown.
Thomas's dates
Who fits Thomas best
full ranking →-
1C
Chris Williamson▶ 81📚 → 🎤 → 🍷 · 💞 Wants to keep dating -
2J
Jessica Chen▶ 77☕ → 🎤 → 🍷 · 💞 Wants to keep dating -
3A
Ali Abdaal68not dated yet · pre-date match 80 -
4S
Shradha Khapra65not dated yet · pre-date match 76 -
5R
Raj Shamani64not dated yet · pre-date match 75 -
6A
Anushka Rathod64not dated yet · pre-date match 75 -
7H
Humphrey Yang64not dated yet · pre-date match 76 -
8P
Pranjal Kamra64not dated yet · pre-date match 75 -
9T
Tanay Pratap62not dated yet · pre-date match 73 -
10V
Vaibhav Sisinty62not dated yet · pre-date match 73