Products
Discover HeroesFind top LinkedIn creators in your niche.Post CreatorAI-powered composer with your tone and style.Trending PostsSee what's going viral on LinkedIn right now.
Use Cases
Repurpose ContentTurn YouTube, blogs, and articles into LinkedIn posts.Carousel GeneratorCreate swipeable LinkedIn carousels with AI.30-Day Auto CalendarPlan and auto-publish a month of posts.LinkedIn MCP ServerPost to LinkedIn from Claude, Codex and OpenClaw.For AgenciesRun your clients' LinkedIn content in one place.
Tools
Text FormatterBold, italic, and Unicode styles for posts.Hashtag GeneratorFind the best hashtags for your content.Engagement CalculatorMeasure your post performance instantly.Hook GeneratorAI hooks that stop the scroll.Post PreviewSee exactly how your post will look.Content CalendarPlan and schedule your LinkedIn content.Browse all 90+ free tools
Resources
Free Tools90+ LinkedIn tools, no signup required.Templates100 ready-to-use LinkedIn post templates.GuidesStep-by-step LinkedIn growth playbooks.CollectionsCurated tool sets by role and goal.CompareViralBrain vs. other LinkedIn tools.BlogLinkedIn growth tips and strategies.
Pricing
LoginStart 7 Days Trial
Back to Discover Heroes
Andriy Burkov

Andriy Burkov

LinkedIn Content Strategy & Writing Style

PhD in AI, author of 📖 The Hundred-Page Language Models Book and 📖 The Hundred-Page Machine Learning Book

Canada
6 Viral ScoreView on LinkedIn

2 people tracking this creator on ViralBrain

Warm Analysis

Andriy Burkov positions himself as a high-authority bridge between academic rigor and practical engineering, leveraging his status as a seminal AI author to curate the path to technical mastery. His content strategy centers on distilling complex machine learning research into structured, high-signal curricula, moving beyond surface-level hype to focus on first principles like diffusion models and GAN stability. He is notable for his refusal to simplify the science, instead providing the tools-specifically through his ChapterPal AI tutor integrations-to help practitioners navigate the "messy uncertainty" of the field. This creates a unique intersection of expert-led education and product-driven utility, where his deep skepticism of modern design trends and "hand-waving" in AI development reinforces his brand as a no-nonsense guardian of technical excellence.

Performance Overview

Followers

482.2K

Connections

27.8K

Avg. Engagement

247

Engagement Rate

Posts/Week

8.9

Viral Score

6

Posts Analyzed

2

Top Posts by Engagement

Three years of lies (sorry, visionary leadership!) just to show you ads. This is what this guy is. Do you trust him with your personal data and your information hygiene?

LinkedIn post image: Three years of lies (sorry, visionary leadership!) just to show you ads. This is what this guy is.
687126253 viral
Data Privacy9 months ago
View on LinkedIn

Some still don't understand (I know, it's hard and will take time) that manually fixing AI-generated code isn't going to happen. The non-fixable code will simply be regenerated from scratch based on…

LinkedIn post image: Some still don't understand (I know, it's hard and will take time) that manually fixing AI-generated code isn't going to
43682123 viral
AI9 months ago
View on LinkedIn

Two agentic-coding chatbots: Claude and ChatGPT. Both can take a zip file with an app, fix it, and return the fixed zip back. Claude: fast and effective. ChatGPT: slow and less effective. Why? Obs…

33230121 viral
AI9 months ago
View on LinkedIn

Coding was solved because coding is a deterministic task (code either works or doesn't work) and because of how simple it is to define the reward for reinforcement learning: 1 when code produces the e…

3045261 viral
AI9 months ago
View on LinkedIn

This week's edition of my AI newsletter has just been dispatched to subscribers. Featured in this issue: making sense of memory in AI agents; a tutorial on building an AI agent; a new suite of open tr…

8362
AI9 months ago
View on LinkedIn

I'm sure your employer's corporate website looks like these screenshots. The same background, the same fat sans serif fonts, same hero sections, the same "trusted by" logo bars, the same pricing table…

LinkedIn post image: I'm sure your employer's corporate website looks like these screenshots. The same background, the same fat sans serif fo
58191
Product Design9 months ago
View on LinkedIn

Posting Patterns & Frequency

8.9 posts/week

Posts / Week

0.9 days

Days Between Posts

2

Total Posts Analyzed

HIGH

Posting Frequency

Timezone: America/Cambridge_Bay

Best Performing Days

FridaySaturdayMonday

Best Performing Times To Post

Late evening (20:00–22:00)Late night (after 23:00)

Topics & Content Focus

Primary Topics

Practical AI for coding and the evolving role of software engineersLimits of current AI/AGI compared to human reasoning under uncertaintyPlatform power, ads, and erosion of user trust in tech leadersHomogenization of SaaS/product design and decline of design craftCuration of advanced AI/ML research, tools, and implementation resources

Secondary Themes

Future of developer work in an AI-first tooling ecosystemReinforcement learning incentives and why coding was an ideal targetInformation hygiene and personal data safety in ad-driven platformsNostalgic contrast between early web creativity and modern template-driven UXAI agents, memory, continual learning, and efficient LLM serving patterns

Industry Focus

AI infrastructure and developer toolingSoftware engineering and machine learning practitionersB2B / SaaS product and UX design cultureTech platforms and social media ecosystems

Content Categories

Opinionated thought leadership and hot takesTechnical concept breakdowns and mental modelsIndustry and culture criticism within techNewsletter and resource promotionFuture-of-work commentary for engineers and builders

Performance Insights

0%

Avg Engagement Rate

STABLE

Performance Trend

Best Performing Topics

Critiques of tech leaders and platforms around ads and data trustStrong opinions on AI-generated code and the future of coding workHigh-level framing of why coding was easy for AI vs messy human cognition

Virality Signals

High reactions and comments on posts attacking perceived hypocrisy or 'lies' from prominent tech figuresNegative or skeptical framing that taps into frustration with platforms, ads, and surveillanceFear/curiosity triggers around job displacement for coders and the inevitability of AI rewriting codeAmbiguous references (e.g., unnamed 'this guy') that invite speculation and sharingComment-heavy responses on posts that mix technical insight with moral or societal implications

Structure & Quality

90

Avg Length (Words)

HIGH

Depth Level

ADVANCED

Expertise Level

8.5/10

Uniqueness Score

Common Hooks

Contrarian opener that challenges what 'most people' believeBlunt assertion that something is already 'solved' or fundamentally brokenPattern-callout about everyone doing the same thing (e.g., identical websites)Short, emotionally charged statement targeting a well-known figure or platform

Common Endings

Rhetorical question that forces readers to examine their own behavior or trustImplied conclusion without hand-holding, leaving space for debateNewsletter mention summarizing advanced AI topics with hashtag block

Value Delivery Methods

Provides mental models for understanding where AI is strong vs fundamentally limitedOffers insider-style critique of design and product culture that resonates with practitionersCurates advanced AI/ML resources and frameworks for engineers and technical readersConnects technical mechanisms (like RL rewards) to wider questions about AGI and human cognition

Formatting Style

Short, dense paragraphs without emojis or decorative formattingParenthetical asides for nuance or quick clarificationSparse use of hashtags, primarily on clearly promotional postsPlain-text narrative and rants rather than bullet lists or carousels

Audience & Tone

YES

Question Usage

0.4%

Response Rate

Detected Tone

Contrarian technical philosopherSkeptical realist about the tech industryAcerbic veteran engineerNo-nonsense AI practitionersemi-formalfirst-person

Interaction Style

Debate-oriented discussions around controversial or contrarian pointsTechnical clarifications and pushback from informed practitionersValue-seeking behavior on newsletter and resource posts from AI/ML-curious readers

Community Building Signals

Uses the newsletter as an off-platform hub for deeper engagement with AI topicsBuilds a tribe around skepticism of hype, template-thinking, and corporate spinEncourages critical thinking by asking readers to examine trust, data use, and future job realities

Writing Style Patterns

Content Strategy

Hook: Contrarian opener that challenges what 'most people' believeTone: semi-formalCTA: Soft promotion of newsletter issues and topics cov

Writing style breakdown

- The overall voice combines two dominant modes

A sharp, opinionated, slightly sardonic commentary mode (posts 1–4, 7 partially).

A precise, technically rigorous explainer mode aimed at an educated but non-specialist audience (posts 5–10, and 6, 7 strongly).

- Register is

Professional yet conversational.

Direct and often blunt; occasionally cutting or sarcastic.

Highly informative and analytic, with clear didactic intent when explaining papers or concepts.

It is not flowery or poetic. It is economical, concrete, and grounded in real-world examples and technical specifics.

- Energy is medium-to-high

In opinion posts: high-energy, incisive, and somewhat confrontational.

In technical summaries: calm but brisk, efficient, and confident.

- There is a consistent undertone of

Disillusionment with current industry practices (design, corporate behavior, product/UX).

Respect for craftsmanship, originality, and true technical understanding.

- The emotional arc often goes

Mildly provocative or critical opening.

Reasoned explanation or context.

Concluding jab, reflection, or implication that things could (and should) be better.

- Parenthetical asides for nuance, jokes, or self-corrections

Example patterns: '(I know, it’s hard and will take time)', '(sorry, visionary leadership!)'.

- Contrast and juxtaposition

Old vs new, human vs machine, past craft vs current templating, simple deterministic tasks vs messy uncertainty.

- Understatement that amplifies critique

Referring to obvious manipulations as 'visionary leadership' in parentheses.

- Approximate numeric detail to signal realism

'~90% of what we need our brain for…'

- Rhetorical questions, often short and pointed

'Ever wondered why?'

'Why?'

'Do you trust him with your personal data and your information hygiene?'

- Humor and sarcasm

Dry, slightly bitter, often tucked into parentheses or rephrasings.

Not slapstick; more like quiet intellectual disdain.

- Statements are often made as firm claims, not hedged

'Coding was solved because coding is a deterministic task…'

'Three years of lies (sorry, visionary leadership!) just to show you ads.'

- First person singular

For personal experience, perspective, or conjecture ('When I started to build websites…', 'I thought it was due to fashion and trends.').

- Second person

To involve or challenge the reader ('Ever wondered why?', 'Do you trust him…?').

- Third person

To discuss systems, papers, companies, and 'Product Designers' as a class.

- Style of address

Often assumes an intelligent, technically literate reader.

- Uses direct commands occasionally

'Read with an AI tutor: …'

'Read alone: …'

- Elsewhere more suggestive/implicit

Newsletter announcement implies: subscribe and read, without explicitly ordering.

Overall: voice is that of a technically deep, slightly jaded expert who alternates between critiquing industry trends and patiently summarizing research/papers for a serious audience.

2. STRUCTURAL FLOW & LOGICAL PROGRESSION
3. SPACING, LINE BREAKS & VISUAL FLOW
4. SENTENCE CONSTRUCTION & PACING

Sign in to unlock the full writing analysis

Apply Andriy Burkov's patterns to your posts

Free tools to help you write, score, and benchmark in the same style.

LinkedIn Hook Generator

Generate scroll-stopping hooks in the same style top creators use.

Open tool

LinkedIn Post Scorer

Score your draft against viral post patterns before you publish.

Open tool

LinkedIn Engagement Calculator

Benchmark your engagement rate against creators in your niche.

Open tool

More LinkedIn creators to learn from

Discover all

Other creators worth studying alongside Andriy Burkov.

Reid Hoffman

Reid Hoffman

Co-Founder, LinkedIn, Manas AI & Inflection AI. Founding Team, PayPal. Author of Superagency. Podcaster of Possible and Masters of Scale.

4 Viral Score

David Epstein

David Epstein

Writer and Speaker. #1 New York Times best selling author of RANGE and The Sports Gene, and (out now!) INSIDE THE BOX: How Constraints Make Us Better.

31 Viral Score

Claudia Lambrichs-Lindenbergh MSc

Claudia Lambrichs-Lindenbergh MSc

Executive Performance Coach for CEOs, Founders & Athletes · I help high achievers get their energy back and perform at their peak without burning out · MSc Psychology · Ex-Pro Athlete · 100+ leaders coached

47 Viral Score

Christophe Pasquier

Christophe Pasquier

Founder of Slite

74 Viral Score

13 Viral Score

Jacky U.

Jacky U.

Executive Leader in Institutional Crypto, Stablecoins & Tokenization | Bridging Banking and Digital Asset Infrastructure | Advisory | B2B Sales | UAE & Global Markets Leader | Ecosystem Builder | Velocity addict

79 Viral Score

€1 trial · 7 days

Automate your LinkedIn for 30 days

ViralBrain plans, writes, and schedules your LinkedIn content, using official LinkedIn APIs so your account stays safe.

  • Official LinkedIn APIs, no risk of ban
  • You approve every post before it goes live
  • Cancel anytime
Start €1 trial€39 Pro or €69 Premium · cancel anytime

30-day plan

On track
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
13 posts queued · auto-publishing
€1 · 7-day trial

Write like Andriy Burkov and auto-post for 30 days.

ViralBrain learns their voice and publishes for you.

Try it free

Write like Andriy Burkov.

Try it free

Discover more LinkedIn creators · ViralBrain

Other LinkedIn creators

  • Hendrik Huber
  • Jan Benedikt Mundorf
  • John Attar
  • Thibaut Souyris
  • Darius L.
  • Yurii Veremchuk
  • Charles-Henry Monchau, CFA, CMT, CAIA
  • Paul Faulkner DL
  • Phil Upton
  • Kelly Stephens
  • David Arnoux
  • Lealem Getahun Simegn
  • Felix Frank ⚙️
  • Shashank Sharma