The Senior to Staff Playbook for Engineers

About the Author

Konrad Michels built his career at the intersection of engineering leadership and hiring.

• 12+ years at Facebook across 8 different roles - from founding their first technical team outside the US to leading infrastructure serving tens of billions of requests per second
• Multiple engineering management positions - EU SRE Team Manager, Production Engineering Manager (Cache), Production Engineering Manager (Core Services), TPM, and Product Manager
• Head of Infrastructure at Very Good Security - Led infrastructure strategy and team scaling at a high-growth security startup
• 4 patents in resource management and video conferencing systems
• Project Sandstorm - Part of the elite team that executed Facebook's first-ever planned datacenter shutdown without user impact

On the hiring and promotion side:

• Sat in calibration rooms where promotions were decided (and denied)
• Hired hundreds of engineers across multiple organizations
• Coached dozens of engineers through successful promotions and career transitions
• Knows exactly what separates the engineers who advance from the ones who stall

Now: Tech career coach helping senior engineers, engineering managers, and TPMs through the toughest job market in a generation.

A note on how this was created: The frameworks in this system come from real experience - decades of watching careers succeed and fail from inside the calibration room. AI helped with formatting, consistency, and making the guides readable. It didn't come up with the content. These are methods I've developed and refined through actually doing the work.

Product Description

The Problem

Most engineers treat career growth as something that happens to them. Do good work, hope someone notices, wait. That's a lottery ticket.

If you've been in tech for any length of time, you've probably watched someone less talented get promoted ahead of you. That person understood something you didn't about how the system actually works.

Promotions aren't merit-based rewards. They're resource allocation decisions made in rooms you're not in, by people who haven't seen your work, based on a compressed secondhand version of your career. Your manager has 60 seconds to make your case against a fixed budget of promotion slots.

The engineers who advance consistently aren't always doing the best work. They're the ones who can prove it, who've built the right relationships, and who've positioned themselves where the organization needs them.

The Solution

The Senior to Staff Playbook is a complete framework for owning your career while you're still employed - the work you do every day, every quarter, to make sure it's going somewhere.

This isn't motivational advice. It's the operating manual for how advancement actually works, written by someone who sat in the calibration rooms where those decisions were made.

This system was developed from:

• Sitting in calibration rooms at Facebook where promotions were decided
• Managing engineering teams and building promotion cases for direct reports
• Watching hundreds of careers succeed and fail over 12+ years
• Coaching dozens of engineers through successful promotions and transitions

What's Included

6 guides that cover every aspect of career growth:

1. Career Growth Overview
2. How advancement actually works (and why the meritocracy model is wrong)
3. What happens in calibration rooms - the process nobody explains
4. The three things that actually matter: documented impact, manager advocacy, and organizational need
5. Why "safe" careers are the riskiest long-term strategy
6. Understanding Promotion Mechanics
7. How calibration works at different company sizes (startup to big tech)
8. What makes promotion packets succeed or fail
9. The difference between Senior, Staff, and Principal expectations
10. How to read the signals about whether you're on track
11. Managing Your Manager
12. How to build the relationship that earns advocacy
13. The calibration rhythm: staying aligned throughout the review cycle
14. The documentation habit: what to track weekly, monthly, and quarterly
15. How to have career conversations that actually produce results
16. Building Visibility Without Self-Promotion
17. How to make your work visible without becoming insufferable
18. Design reviews, tech talks, written artifacts, and cross-team collaborations
19. The difference between being loud and being known
20. Building a reputation that precedes you into rooms you're not in
21. The First 180 Days
22. A month-by-month playbook for starting a new role
23. How to build credibility, relationships, and momentum from day one
24. The mistakes that set people back in the first 90 days
25. When to push and when to listen
26. Career Trajectory Decisions
27. When to stay and when to leave
28. Internal moves vs. external moves: the real tradeoffs
29. How to evaluate whether your current role is still serving your growth
30. The decision framework for your next career move

Who This Is For

• Software Engineers stuck at Senior who can't figure out why they're not advancing
• Engineers in their first 1-2 years at a new company trying to build momentum
• Anyone who's been "comfortable" for too long and suspects their career has plateaued
• Technical leaders (ICs and managers) who want to be more intentional about where they're headed

Who This Is NOT For

• People looking for interview prep or resume advice (those are separate systems)
• Anyone expecting a quick fix (career growth is a long game)
• People unwilling to have honest conversations with their managers

FAQ

Q: How is this different from generic career advice?

This isn't "be a team player and set goals." It's the specific mechanics of how promotions actually work - calibration dynamics, packet construction, manager alignment, visibility strategies. Written by someone who sat in those rooms and saw what actually moved the needle.

Q: I'm already a Staff/Principal engineer. Is this relevant?

The visibility and trajectory sections apply at every level. The promotion mechanics section is most relevant for Senior-to-Staff transitions, but the frameworks for manager alignment and career decisions work at any level.

Q: Does this only apply to big tech companies?

No. The calibration room details come from Facebook, but the principles (documented impact, manager advocacy, organizational need) apply everywhere. A startup CTO making promotion decisions is weighing the same factors, just less formally. The guides address both structured and informal promotion processes.

Q: I'm a manager. Is this useful?

Yes, in two ways. The frameworks help you manage your own career growth, and they give you tools for coaching your direct reports through theirs. Understanding calibration mechanics makes you a better advocate for your team.

Q: How long will it take to see results?

Career growth compounds. You won't see promotion-level results in a week. But the documentation habit (Guide 3) produces usable output from day one, and the visibility strategies (Guide 4) start creating awareness within weeks. Most people who follow the system see meaningful changes in how they're perceived within one review cycle (3-6 months).