Welcome
How To AI-Proof Your Engineering Career In 2026
x.com/mr_mig_en


Alex Migutsky
Software Engineer, Mental Architect







Meet Roman
Career Switcher
- Was a Head of Department in logistics
- Self-taught Rails Developer
- Mid-level
- Passed over for promotion. Twice.
Manager's feedback: "You're doing great work. But leadership doesn't see it."
AI Context
We are in 2026
- Everyone's talking about AI
- Some panicking. Some skeptical
- LLMS
- Chats
- Studios
- Agents
- Agentic IDEs
- Specialized apps
- No-code app generators
- RAGs
- Alignment
- AI Slop
- Ecology
I can't predict
2 shifts I see
The problem Roman had is getting worse, not better
Shift 1: What makes you valuable is changing
AI is making every engineer faster
The floor is rising - a minimum bar for "acceptable engineer" went up
The ceiling is lowering - the expectations of a bigger impact come sooner
What's left?
Deciding WHAT to build
Trusted judgement
Right people know you
Multiplying your impact
Shift 2: How you work is fragmenting
AI increases your throughput — and everyone else's output
More noise
Without a system, AI just makes you busier and more scattered
Trajectory Diagnostic
The Question: What are you known for?
‼️ Danger Zone
📈 Amplified
-
Known for speed
-
Shipping fast
-
Cranking out code
-
Known for judgment
-
Trusted with ambiguity
Test 1
When your manager thinks of you, what's the first word?
Test 2
What would you do with 20% more capacity?
Obvious Responses Don't Work
"I'll get better at AI tools" - table stakes, doesn't differentiate
"I'll watch more YouTube/read books" - knowing and doing are different
"I'll job hop for a title bump" - works once, same problem at new company
"I'll go deeper on fundamentals/master Staff skill tree" - that's a description of Staff, not a path to it
2 problems
Problem 1: Speed stops differentiating you.
What's left?
Problem 2: Signal-to-noise ratio is collapsing.
How do you execute then?
What's with Roman?
He could ship, but was "invisible"
AI would make it worse
As he was a career switcher, that was not a show-stopper
Trust
> Value
> Visibility
> Leverage
TVVL Framework
Solution 1
Trust
Definition: Your manager doesn't worry about you
Five components:
- Predictability
- Reliability
- Credibility
- Low-maintenance
- Authentic intent
Trust is the foundation!
Trust micro-tactic:
What would make my manager
ask me less about this project?
Value
Definition: Your work moves business outcomes or makes user "jobs" done
You can articulate why your work matters in business terms
Types of Value:
- Time
- Status
- Money
- Connectedness
Value micro-tactic:
What metric does this affect?
Who cares about that metric?
Visibility
Definition: The right people know what you do and why it matters
Your manager sees 10% of your work. Their manager sees 1%
Information signals:
- Concise Reports
- Sharing
- 1-on-1s
- Team events
- Overcommunicating
Visibility micro-tactic:
Who needs to know, and how will they find out if I don't tell them?
Leverage
Definition: Your impact exceeds your direct effort
Three types:
- Through People
- Through Systems
- Through Scope
Through Scope is the most common path for Senior → Staff
Warning: do not attempt Through Scope without high Trust
Leverage micro-tactic:
What problem exists that no one is owning?
Roman's results
Staff Security Engineer. Tripled salary.
- Trust: Stopped spending trust faster than he earned it
- Value: Articulated work in business terms
- Visibility: Made sure the right people knew
- Leverage: Found a strategic gap, positioned himself as a solution
Took him ~5 years
The Execution Problem
You know the levers. Now what?
Solution 2
AttentionBIOS
Live demo is incoming...
AttentionBIOS Template
Core Components
-
Capture
-
Plan
-
Prioritize
-
Execute
-
Synthesize
-
Archive
-
Review
-
Top-down scan
-
Urgent vs. Important
-
Intentional execution
-
Limited Attention Span
Diagnostic
-
Do you have one capture point, or do ideas scatter?
-
Do you systematically finish your planned projects, or just react to what's loudest?
-
Is your calendar proactive or reactive?
How it all works together?
TVVL is a compass
AttentionBIOS is an engine
WHAT to work on
HOW to execute
Upcoming cohort:
Jan 12 - March 31, 2026
Fast Track to World-Class Senior Engineer
bit.ly/become-senior
Cohort course
My offer to you
TVVL + AttentionBIOS + Context + Personalization
=
CarGOS
Checklists, Templates, Exercises
Principles & Forces
Experiments IRL
Feedback + Community
Feedback - access to me
Support - throughout 2026
Proofs it works
Roman: invisible mid-level → Staff Security Engineer, 3x salary
Tim (Microsoft): Microsoft → startup → Head of Engineering
Felipe (GitHub): Frustrated, planned to quit → Found a better fit
Who this is for
Invisible expert
You ship. Decent reviews. Promotions go to less skilled people.
Stuck Senior
You solve ambiguous problems. Your team is happy. No recognition.
Ambitious Junior
You know how to be independent.
Hungry for quick growth. Ready to put in effort
Who this is NOT for
Struggling with fundamentals
No job right now
Already Staff+ and crushing it
Price: $1500
Good career coach: $300/hr for 1:1 coaching
One year stuck = $10-50k unrealized salary (depending on your geo)
There are other courses. Most are self-paced content dumps.
This is live, with feedback, with a cohort.
PAYMENT PLAN: Available. Email me
L&D BUDGET: Email me for one-pager to forward
Moneyback: Two weeks. Full refund. No questions.
Time: 4-10h per week
Integrates with existing work
It took Roman 5 years.
You will compress that.
All sessions are recorded and available
You get 1 year of support in cohort's Maven community
Quick Wins
Week 1: Context & Diagnostics
See your current position more vividly
Week 2-3: AttentionBIOS is running
Clarity on where you waste your time and attention
The only cohort in 2026
By April you’ll have your system running
By July people will notice
If you wait until 2027, that’s another year of being invisible or stuck
IN
Promo Code: 2026-300
$300 off the full price

Upcoming cohort:
Jan 12 - March 31, 2026
Fast Track to World-Class Senior Engineer
bit.ly/become-senior

Promo Code: 2026-300 for $300 off
How to AI-proof you software engineering career in 2026
By Alexey Migutsky
How to AI-proof you software engineering career in 2026
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