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Sonia Bobrik

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Your Scoring System Is Also a Training Set for the People You Score
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Your Scoring System Is Also a Training Set for the People You Score

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5 min read
Your Vulnerability Gate Is Quietly Failing Open
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Your Vulnerability Gate Is Quietly Failing Open

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5 min read
Your Delivery Pipeline Has a Cash Conversion Cycle, and Nobody Is Instrumenting It
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Your Delivery Pipeline Has a Cash Conversion Cycle, and Nobody Is Instrumenting It

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5 min read
What Over-Promising Really Costs an Engineering Team
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What Over-Promising Really Costs an Engineering Team

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5 min read
Nobody Is Planning for Retroactive Forgery
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Nobody Is Planning for Retroactive Forgery

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7 min read
The Trust Protocol the Kernel Shipped in a Text File
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The Trust Protocol the Kernel Shipped in a Text File

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7 min read
Your Launch Post Is Less Rigorous Than a Government Data Release
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Your Launch Post Is Less Rigorous Than a Government Data Release

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5 min read
Reputation Is a Permission System, and Nobody Audits Theirs
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Reputation Is a Permission System, and Nobody Audits Theirs

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5 min read
The Largest Schema Extension Experiment in History Has Been Running Since 2009
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The Largest Schema Extension Experiment in History Has Been Running Since 2009

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6 min read
Your Feature Has a Cost Per Execution. Why Isn’t It in the Code?
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Your Feature Has a Cost Per Execution. Why Isn’t It in the Code?

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10 min read
The Most Dangerous File in Your Repo Might Be SECURITY.md
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The Most Dangerous File in Your Repo Might Be SECURITY.md

#cybersecurity #github #security #software
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5 min read
The Engineering Principle Your Startup's Balance Sheet Is Missing
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The Engineering Principle Your Startup's Balance Sheet Is Missing

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4 min read
Why Media Exposure Is the Underrated Growth Lever Most Technical Founders Ignore
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Why Media Exposure Is the Underrated Growth Lever Most Technical Founders Ignore

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4 min read
Why Your Architecture Now Matters More Than Your Model
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Why Your Architecture Now Matters More Than Your Model

#ai #architecture #llm #systemdesign
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4 min read
Why Engineers Who Ignore PR Are Leaving Growth on the Table
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Why Engineers Who Ignore PR Are Leaving Growth on the Table

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3 min read
Why Every Developer Should Understand Cryptocurrency Before Writing a Single Line of Web3 Code
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Why Every Developer Should Understand Cryptocurrency Before Writing a Single Line of Web3 Code

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3 min read
You Shipped the Product and Closed the Round. Now Comes the Part Nobody Prepared You For
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You Shipped the Product and Closed the Round. Now Comes the Part Nobody Prepared You For

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4 min read
Why Due Diligence Is Becoming the Most Underrated Skill in Tech
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Why Due Diligence Is Becoming the Most Underrated Skill in Tech

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4 min read
The Most Dangerous Endpoint Is the One Nobody Remembers Owning
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The Most Dangerous Endpoint Is the One Nobody Remembers Owning

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9 min read
Why Reputation Behaves Like a Financial Variable
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Why Reputation Behaves Like a Financial Variable

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4 min read
A Developer's Guide to Financial Friction
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A Developer's Guide to Financial Friction

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4 min read
Your “Real-Time” Finance Dashboard Is Probably Showing Fiction
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Your “Real-Time” Finance Dashboard Is Probably Showing Fiction

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9 min read
Why Brilliant Engineering Fails to Find Its Audience
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Why Brilliant Engineering Fails to Find Its Audience

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4 min read
How to Find Out Whether It Actually Makes You Faster
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How to Find Out Whether It Actually Makes You Faster

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5 min read
The Security Bugs That Look Like Successful Features
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The Security Bugs That Look Like Successful Features

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5 min read
Why Faster Sales Can Drain Liquidity
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Why Faster Sales Can Drain Liquidity

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10 min read
The AI Control Problem Is Not Intelligence. It Is Delegation.
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The AI Control Problem Is Not Intelligence. It Is Delegation.

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12 min read
The Cloud Is Cheap to Provision and Expensive to Understand
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The Cloud Is Cheap to Provision and Expensive to Understand

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10 min read
The Invisible Clock Your Code Depends On
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The Invisible Clock Your Code Depends On

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4 min read
Profitable on Paper, Broke in Practice: The Money Lesson Every Developer-Founder Learns Too Late
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Profitable on Paper, Broke in Practice: The Money Lesson Every Developer-Founder Learns Too Late

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4 min read
Why Waiting Is the Most Expensive Thing Your Startup Will Ever Do
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Why Waiting Is the Most Expensive Thing Your Startup Will Ever Do

#productivity #software #startup
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4 min read
Why Engineers Should Design Decisions, Not Just Systems
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Why Engineers Should Design Decisions, Not Just Systems

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4 min read
The Internet Has a Single Point of Failure, and It's Made of Rust
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The Internet Has a Single Point of Failure, and It's Made of Rust

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4 min read
Your Next CI/CD Breach Could Start With a GitHub Comment
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Your Next CI/CD Breach Could Start With a GitHub Comment

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9 min read
The Next Digital Crisis Will Be a Human Skills Failure
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The Next Digital Crisis Will Be a Human Skills Failure

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9 min read
Why Developers Keep Losing Money in Crypto
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Why Developers Keep Losing Money in Crypto

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4 min read
Why Engineering Teams That Spend Like Owners Ship Better Software
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Why Engineering Teams That Spend Like Owners Ship Better Software

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4 min read
Cash Velocity: The Metric Engineers Should Steal From Finance
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Cash Velocity: The Metric Engineers Should Steal From Finance

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4 min read
Ship Small: Why Building One Tiny Product Will Teach You More Than a Year of Tutorials
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Ship Small: Why Building One Tiny Product Will Teach You More Than a Year of Tutorials

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4 min read
Why Your Instagram Automation Keeps Getting Flagged: An Engineer's Guide to Platform-Safe Growth
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Why Your Instagram Automation Keeps Getting Flagged: An Engineer's Guide to Platform-Safe Growth

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4 min read
Why Online Doctor Directories Keep Letting You Down
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Why Online Doctor Directories Keep Letting You Down

#dataengineering #product #software
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4 min read
We Are Living Through a Digital Dark Age — and Almost Nobody Noticed
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We Are Living Through a Digital Dark Age — and Almost Nobody Noticed

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4 min read
The Human Hiding Inside the Machine
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The Human Hiding Inside the Machine

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4 min read
The 15-Year Pull Request: A Forensic Postmortem of Software's Most Expensive Delay
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The 15-Year Pull Request: A Forensic Postmortem of Software's Most Expensive Delay

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4 min read
The $28 Trillion Paradox: What's Really Blocking Institutional Money From DeFi
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The $28 Trillion Paradox: What's Really Blocking Institutional Money From DeFi

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4 min read
The Vogels Effect: How One CTO's Blog Became a Billion-Dollar Asset
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The Vogels Effect: How One CTO's Blog Became a Billion-Dollar Asset

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4 min read
The Quiet Paradox Every Organization Gets Wrong About Curiosity
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The Quiet Paradox Every Organization Gets Wrong About Curiosity

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4 min read
The Most Useless Line in the HTTP Spec Just Became the Most Valuable
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The Most Useless Line in the HTTP Spec Just Became the Most Valuable

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4 min read
The Reputation Layer: Why Developers Quietly Run Corporate PR
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The Reputation Layer: Why Developers Quietly Run Corporate PR

#career #developers #management #softwareengineering
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4 min read
The Last Mile of Software Is a Sentence
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The Last Mile of Software Is a Sentence

#career #softwareengineering #startup #writing
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4 min read
What 12 Months of AI-Generated Pull Requests Taught My Engineering Team
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What 12 Months of AI-Generated Pull Requests Taught My Engineering Team

#ai #learning #productivity #softwareengineering
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5 min read
The Quiet Architecture of Systems That Refuse to Die
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The Quiet Architecture of Systems That Refuse to Die

#discuss #architecture #softwareengineering #systemdesign
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5 min read
The User With No Face: Why Modern Technology Is Becoming More Dangerous From the Inside
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The User With No Face: Why Modern Technology Is Becoming More Dangerous From the Inside

#architecture #cybersecurity #infosec #security
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7 min read
The Internet Is Full of Fluent Technical Content. That Does Not Mean It Is Worth Trusting
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The Internet Is Full of Fluent Technical Content. That Does Not Mean It Is Worth Trusting

#discuss #ai #llm #writing
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5 min read
The Next Technology Bottleneck Is Not Intelligence. It Is Legibility
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The Next Technology Bottleneck Is Not Intelligence. It Is Legibility

#discuss #ai #llm #machinelearning
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5 min read
The Security Crisis Hiding Inside Machine Identities
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The Security Crisis Hiding Inside Machine Identities

#architecture #cybersecurity #infosec #security
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5 min read
The Visibility Debt That Kills Tech Startups
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The Visibility Debt That Kills Tech Startups

#leadership #management #marketing #startup
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6 min read
The Web Is Losing the Right to Be Slow
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The Web Is Losing the Right to Be Slow

#frontend #performance #ux #webdev
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6 min read
Engineering Reversibility: The Real Difference Between Fast Teams and Fragile Teams
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Engineering Reversibility: The Real Difference Between Fast Teams and Fragile Teams

#architecture #devops #softwareengineering #sre
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6 min read
The Next Great Technology Advantage Is Legibility
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The Next Great Technology Advantage Is Legibility

#architecture #codequality #softwareengineering #systemdesign
3
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5 min read
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