Make Smarter
Career Decisions
Career change playbooks, interactive decision matrices, AI-proofing strategies, and remote work guides.
Interactive Decision Matrices
Adjust the sliders to match YOUR priorities. The scores update in real time.
Freelance vs Full-Time
Income Stability
Consistent paycheck vs variable project income
Schedule Flexibility
Control over when and where you work
Benefits & Insurance
Health insurance, 401k, PTO, parental leave
Earning Ceiling
Maximum income potential over 5 years
Career Growth Path
Clear promotion ladder vs self-directed growth
Project Autonomy
Choose your clients, tech stack, and projects
Team & Community
Daily collaboration, mentorship, social interaction
Tax & Admin Burden
Self-employment tax, invoicing, bookkeeping
Job Security
Risk of layoffs vs risk of losing clients
Skill Variety
Exposure to diverse industries and technologies
Full-Time
61%
Freelance
60%
Startup vs Big Tech
Total Compensation
Base + equity + bonus at market rate
Equity Upside
Potential for life-changing equity payout
Individual Impact
How much your work moves the needle
Learning Speed
Breadth of skills learned per year
Resume Brand Value
How the company name looks on your resume
Work-Life Balance
Hours, on-call, weekend expectations
Company Stability
Risk of company failing or layoffs
Mentorship Quality
Access to senior engineers and leaders
Tech Stack Modernity
Working with cutting-edge vs legacy systems
Process & Structure
Clear processes vs chaotic ambiguity
Startup
60%
Big Tech
66%
90-Day Career Change Playbook
Research & Validate
Days 1-30
Actions
- Identify 3 target roles that match your transferable skills
- Do 10 informational interviews with people in those roles (use /prep/networking)
- Take one free introductory course to test your interest (use /learn)
- Update your LinkedIn headline to signal your new direction
- Join 3 communities in your target field (Discord, Slack, Reddit)
- Audit your existing skills — map what transfers and what's missing
Milestones
- Completed 10 informational interviews
- Identified top 2 target roles
- Started 1 introductory course
- LinkedIn profile reflects new direction
Build & Learn
Days 31-60
Actions
- Complete a certification or structured course in your target field
- Build 1-2 portfolio projects that demonstrate new skills (use /projects)
- Start building in public — write 2 LinkedIn posts per week about your journey
- Network intentionally: 5 new connections per week in target industry
- Practice interview questions for your new target role (use /prep/interview)
- Find a mentor or accountability partner in the new field
Milestones
- Completed 1 certification or course
- Built 1 portfolio project
- Published 8 LinkedIn posts about your transition
- Added 20+ new industry connections
Apply & Launch
Days 61-90
Actions
- Tailor your resume for your new target role (use /prep/resume)
- Apply to 5-10 positions per week (quality over quantity)
- Leverage your new network for referrals (use /prep/networking)
- Continue building in public — share your projects and learnings
- Prepare for interviews with timed practice (use /rehearse)
- Negotiate your first offer confidently (use /prep/salary)
Milestones
- Submitted 30+ tailored applications
- Secured 5+ interviews through networking
- Received at least 1 offer
- Successfully transitioned to new role
AI-Proof Your Career
Move Up the Abstraction Ladder
AI Risk: low6-12 monthsAI excels at execution but struggles with strategy, ambiguity, and judgment. The higher you move from 'doing tasks' to 'deciding what tasks matter,' the safer you are.
- Shift from writing code to designing systems and architectures
- Move from creating content to developing content strategy
- Transition from analyzing data to making business decisions based on data
- Focus on stakeholder management and cross-functional leadership
Become the AI Operator
AI Risk: low3-6 monthsInstead of competing with AI, learn to wield it. The professionals who thrive will be those who use AI to 10x their output, not those who ignore it.
- Master prompt engineering for your specific domain
- Learn to fine-tune models on your company's data
- Build AI-powered workflows that automate repetitive parts of your job
- Become the 'AI person' on your team — the one everyone comes to for AI questions
Double Down on Human-Only Skills
AI Risk: lowOngoingSome skills are fundamentally human and won't be automated: empathy, persuasion, complex negotiation, creative vision, ethical judgment, and physical dexterity.
- Invest in leadership and people management skills
- Develop your ability to navigate organizational politics
- Build expertise in areas requiring physical presence (healthcare, trades, events)
- Strengthen your storytelling and presentation abilities
Build Domain Expertise Moats
AI Risk: medium1-3 yearsAI has broad knowledge but shallow expertise. Deep domain knowledge in regulated, complex, or niche fields creates a moat that AI can't easily cross.
- Specialize in a regulated industry (healthcare, finance, legal, defense)
- Develop deep expertise in a niche technology (quantum computing, robotics, biotech)
- Get certifications that require human judgment (CPA, bar exam, medical license)
- Build relationships and institutional knowledge that can't be scraped
Diversify Your Income Streams
AI Risk: medium6-18 monthsDon't rely on a single employer or skill. Build multiple income streams so that if one is disrupted by AI, you have fallbacks.
- Start a side consulting practice in your area of expertise
- Create digital products (courses, templates, tools) that leverage your knowledge
- Build a personal brand that generates inbound opportunities
- Invest in assets that generate passive income
Personal Brand Checklist
- Professional headshot (not a selfie)
- Headline with role + skills + impact
- About section with hook + story + achievements
- Featured section with 2-3 portfolio pieces
- 10+ skills endorsed by colleagues
- Activity: 2-3 posts per week
GitHub (Tech)
- Pinned 4-6 best repositories
- Each repo has a detailed README
- Contributions graph shows consistent activity
- Profile README with bio and tech stack
- Open source contributions visible
Portfolio Website
- Clean, fast, mobile-responsive design
- 3-5 case studies with problem → process → result
- About page with your story and values
- Contact page with clear CTA
- Blog or writing section (optional but powerful)
Content & Thought Leadership
- Publishing on LinkedIn, Medium, or personal blog
- Speaking at meetups or conferences
- Contributing to open source or community projects
- Mentoring junior professionals
- Engaging thoughtfully on industry discussions
Remote Work Mastery
Create a Dedicated Workspace
Even if it's a corner of your bedroom, having a physical boundary between 'work' and 'life' prevents burnout. Invest in a good chair and monitor.
Productivity +25%Over-Communicate by Default
In remote work, silence is interpreted as inactivity. Share daily updates in Slack, document your decisions, and proactively flag blockers.
Visibility +40%Set Hard Boundaries
Define your working hours and stick to them. Close Slack at 6 PM. Don't check email on weekends. Remote work blurs boundaries — you must enforce them.
Burnout -50%Invest in Async Communication
Write detailed Loom videos, Notion docs, and Slack threads instead of scheduling meetings. Async-first teams are 3x more productive across time zones.
Meeting reduction -60%Build Social Connections Intentionally
Remote work is isolating. Schedule virtual coffee chats, join Slack communities, attend local meetups, and don't skip team social events.
Retention +35%Optimize Your Tech Stack
Noise-canceling headphones, a good webcam, ring light, second monitor, and fast internet. Your setup is your office — invest in it.
Professionalism +30%