— Hi, my name is Andreas and I'm Head of Data, Analytics & Data Science
This is a curated and opinionated list of resources for Chief Data Officers and Head of Data & Analytics. Inpired by https://github.com/kuchin/awesome-cto/blob/master/README.md
- General
- Hiring
- Management
- Handbooks
- Development process
- Architecture
- Technologies
- Startups
- Related stuff
- Product
- Marketing
- More links
- The Different CTO Roles - Werner Vogels (Amazon CTO)
- Is it required to be a developer to become a CTO? (Quora)
- Three Golden Rules to Finding a CTO
- Becoming a CTO
- VP Engineering vs CTO - Fred Wilson (Union Square Ventures)
- What makes for a successful CEO and CTO relationship in a startup? (Quora)
- #define CTO - Greg Brockman (Stripe CTO)
- How my role as CTO has changed as we've grown to 100 engineers
- Your first 90 days as CTO or VP Engineering
- The difference between a CTO and a VP Engineering
- The Guerrilla Guide to Interviewing - Joel Spolsky (StackOverflow co-founder)
- The Joel Test: 12 Steps to Better Code - Joel Spolsky
- Why Can't Programmers.. Program? - Jeff Atwood (StackOverflow co-founder)
- We Hire the Best, Just Like Everyone Else - Jeff Atwood
- Getting the Interview Phone Screen Right - Jeff Atwood
- Engineering interview process at Stripe (Quora)
- Improving Our Engineering Interview Process (Foursquare)
- Hitting the High Notes - Joel Spolsky
- Top 10 System Design Interview Questions - (HackerNoon)
- How To Hire World-Class Engineers (angel.co)
- Trouble hiring senior engineers? It's probably you
- Reverse interview
- The Real 11 Reasons I Don't Hire You - Charity Majors
- How to Interview at Amazon
- Lessons from Keith Rabois: How to Interview an Executive
- Lessons from Keith Rabois: How to Become a Magnet for Talent
- Reverse Interview Questions
- The mythical 10x programmer - Salvatore Sanfilippo (author of Redis)
- The Engineer/Manager Pendulum - Charity Majors
- Maker's Schedule, Manager's Schedule - Paul Graham (Y Combinator)
- Software Engineering at Google
- Google re:Work
- 44 Engineering Management Lessons (correct link to non-violent communication for lesson 34)
- The Secret To Discussing Pay With Employees
- Awesome Leading and Managing (Github)
- Progressing from tech to leadership
- A Review Process - Cap Watkins
- 12 manager readmes from top tech companies
- Predictable Delivery
- How people rise up to EVP level in big organizations (Quora)
- Should I Become a Manager? - Cap Watkins
- How to fail as a new engineering manager
- Design Patterns for Managing Up
- Engineering Management (Github)
- On-boarding Software Engineers
- Hold Your Team Accountable
- The Manager FAQ
- The Power of Performance Reviews
- Principles of Engineering Management
- Compensation Best Practices
- Draw The Owl and Other Company Values You Didn’t Know You Should Have
- A MANAGER’S BILL OF RESPONSIBILITIES (AND RIGHTS)
- After Being A Manager, Can I Be Happy As A Cog?
- The Secret to a Great Planning Process — Lessons from Airbnb and Eventbrite
- Increment: Teams
- Career Growth Frameworks in Software Engineering: A Review
- Hacking team communications
- How to build a startup engineering team
- Hug your manager
- Lessons from Keith Rabois: How to be an Effective Executive
- How Context Switching Sabotages Your Productivity
- The Atlassian Team Playbook
- Valve Employee Handbook
- Basecamp Employee Handbook
- GitLab Team Handbook
- How HashiCorp Works
- Scrum / Agile
- CI / CD
- Git
- Comparing Git workflows
- A successful Git branching model
- Alternative: Trunk Based Development (focused on DevOps and CI/CD)
- Planning
- Evidence Based Scheduling - Joel Spolsky (StackOverflow co-founder)
- Why You Should Learn to Stop Worrying and Love Technical Debt
- [Book] The Mythical Man-Month
- Crisis
- How to Write a Postmortem
- List of Post-mortems (GitHub)
- Startup Lessons Learned - Five Whys - Eric Ries (creator of the Lean Startup)
- On Call Rotations: How Best to Wake Devs Up in the Middle of the Night
- Testing in Production, the safe way
- Twelve-Factor App
- Reactive Manifesto
- An introduction to distributed systems - Kyle Kingsbury (aphyr, author of Jepsen)
- Microservices – Please, don’t (also: HackerNews discussion)
- The Death of Microservice Madness in 2018
- Shrinking microservices to functions
- Design patterns for microservices
- Serverless architecture (Quora)
- NoSQL Databases: a Survey and Decision Guidance
- Best Practices for Designing a Pragmatic RESTful API
- 10 Modern Software Over-Engineering Mistakes
- How I Write Tests
- Lambda Architecture
- Evolutionary Database Design (Martin Fowler)
- Database Migrations Done Right
- Awesome Scalability
- The Single Most Important Internal Email in the History of Amazon
- Build Your Own X
- A reference guide for fintech & small-data engineering
- General
- Javascript
- Machine Learning
- Big scale
- Security
- Cloud
- What are the things startups have to get right? (Quora)
- 85 Things I learned being a CEO
- What’s the Second Job of a Startup CEO?
- Things I will tell my kids if they become entrepreneurs
- What do VCs really look for when making investments? (Quora)
- What would a CTO equity be for a small startup? (Quora)
- As an employee of a startup, how do you know when to quit? (Quora)
- Pitch deck collection from VC funded startups
- YC’s Series A Diligence Checklist
- Options vs Cash
- How To Invest In Startups - Sam Altman
- A Guide to Seed Fundraising
- Startup Playbook - Sam Altman
- Y Combinator Startup Class
- Lean Canvas + Miro template
- Open Source Pitch Deck Templates for Figma
- Knowledge-Sharing Architects As An Alternative to Coding Architects
- Ten Rules for Negotiating a Job Offer (also: HackerNews discussion)
- What are best practices of experienced programmers? (Quora)
- Falsehoods Programmers Believe About Names
- 2016 European Software Development Salary Survey (O'Reilly)
- DevOps: Bringing development and operations together (Atlassian)
- DataOps
- How to Prepare a Talk
- Undervalued Software Engineering Skills: Writing Well
- The Pyramid Principle
- Senior Engineer’s Checklist
- Technology Due Diligence Checklist
- What Makes a Great Product Manager
- If You Don’t Think You Need a VP of Product...
- Red Oceans: How to Find Profitable Startup Ideas
- Product North Star Metric
- What distinguishes the Top 1% of product managers from the Top 10%? - (Quora)
- How to Hire a Product Manager
- The Secrets Of Creative Thinking
- StellarPeers - Product Management Interviews
- Product vs. Feature Teams
- Most Startups Should Be Deer Hunters
- Shape Up: Stop Running in Circles and Ship Work that Matters
- How to Write Your First Strategic Roadmap
- Awesome Falsehood (GitHub)
- Engineering blogs (GitHub)
- Awesome Awesomeness (GitHub)
- Awesome.re (GitHub)
- Chief Technology Officer vs Coder Thinker Organizer (GitHub)
- Senior Software Engineer
- Socal CTO
- Curated list of CTO resources (GitHub)
- Awesome CTO Resources (GitHub)
- Free Tools for Developers
