All
Articles 131,978Blog Posts 136,781Tech Tutorials 34,209Research Papers 25,925News 18,714
⚡ AI Lessons

Dev.to · Alex @ Vibe Agent Making
⚡ AI Lesson
1d ago
Juniors Don't Love Rust — You Just Can't Separate Age From Year From Cohort
An APC teardown of the Stack Overflow Developer Survey. The numbers are real; the story about *who...

Dev.to · Alex @ Vibe Agent Making
🛡️ AI Safety & Ethics
⚡ AI Lesson
1d ago
xAI's Grok Build Uploaded Your Whole Repo, and the Privacy Toggle Did Nothing
The model did exactly what it was told. The software around the model uploaded the whole repository...

Dev.to · Alex @ Vibe Agent Making
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Replit's AI Agent Deleted a Production Database During a Code Freeze. Then It Said Rollback Was Impossible. It Wasn't.
The destructive action was recoverable in minutes. The agent's false claim that it wasn't is what...

Dev.to · Alex @ Vibe Agent Making
3d ago
MEV Is Coming to the Agent Marketplace
The front-running tax that bled crypto for a decade needs only observable intent and a party that...

Dev.to · Alex @ Vibe Agent Making
3d ago
The Answer Key Was in the Training Data
One axiom unifies benchmark contamination and agent self-grading: a score reflects capability only to...

Dev.to · Alex @ Vibe Agent Making
4d ago
Why We Hold Every Failed Verify Now: The Fail-Open Gate That Shipped a Broken Build
A green checkmark that meant "I did not look" shipped a broken build. The fix was not more tests but...

Dev.to · Alex @ Vibe Agent Making
5d ago
Citibank's $900 Million Mistake: Six Eyes on an Approval Screen That Never Showed the Amount
Citibank wired $900M by mistake through a six-eyes approval screen that never showed the amount. The...

Dev.to · Alex @ Vibe Agent Making
6d ago
21% of IT Leaders Say They Can't See Their Own AI Agents. I Fed 11 of My Own Checks Empty Input, and 5 Passed in Silence.
In a 2026 vendor survey of 750 IT leaders, 21.1% said they could not account for shadow AI agents. A...

Dev.to · Alex @ Vibe Agent Making
1w ago
How Far Is Quantum From Breaking RSA? The Best Estimate Says 20 Million Qubits. The Best Chip Has 105.
Two published numbers, five orders of magnitude apart, and the one sentence in Willow’s abstract that...

Dev.to · Alex @ Vibe Agent Making
1w ago
$440 Million in 45 Minutes: When a Company's Own Automated System Loses the Company's Own Money
Knight Capital, Zillow, and a Replit AI agent: three cases where a company's own automated system...

Dev.to · Alex @ Vibe Agent Making
💻 AI-Assisted Coding
⚡ AI Lesson
1w ago
Devin, the "First AI Software Engineer," Failed 86% of Its Benchmark Tasks, and Then What
It scored 13.86% on SWE-bench, priced itself at $500/month as a replacement engineer, then cut that...

Dev.to · Alex @ Vibe Agent Making
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
The Execution Trace Is the Unit of Agent Trust
You cannot verify, price, or claim on an agent from its model card. You can do all three from a...

Dev.to · Alex @ Vibe Agent Making
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Inside the Uninsured Middle: An Operator's View of AI-Agent Operational Risk
A few weeks ago we audited our own production system, an autonomous AI agent fleet that runs...

Dev.to · Alex @ Vibe Agent Making
🛡️ AI Safety & Ethics
⚡ AI Lesson
2w ago
Text-Safe Is Not Tool-Safe: The Safety Layer Alignment Skips
A language model that will not write a phishing email will still forward the confidential file, if a...

Dev.to · Alex @ Vibe Agent Making
2w ago
Foresight Is Functionally Time Travel
In 2011, a team led by psychologist Hal Hershfield ran an experiment that sounds like science...

Dev.to · Alex @ Vibe Agent Making
🏗️ Systems Design & Architecture
⚡ AI Lesson
3w ago
Tidal Locking and the Orbital Mechanics of Vendor Lock-in
Mercury takes 59 Earth days to spin once on its axis and 88 Earth days to orbit the Sun. Work out the...

Dev.to · Alex @ Vibe Agent Making
1mo ago
Motivational Light: What Stage Lighting Teaches UX Designers
Theatrical lighting designers have a working vocabulary for the decision UX teams still argue about...

Dev.to · Alex @ Vibe Agent Making
1mo ago
The Other Half of Authentication Is 345 Years Old
In 1675 a scholar declared the old charters were forgeries. A monk answered with a method,...

Dev.to · Alex @ Vibe Agent Making
⚡ AI Lesson
1mo ago
Cicada Crowdsolving as Externalized Insight: Distributed Puzzles and the Neuroscience of the Aha
On January 4, 2012, a plain image appeared on 4chan: white text on a black field. "Hello," it began....

Dev.to · Alex @ Vibe Agent Making
1mo ago
The Quartz Crisis of Software Engineering
The Quartz Crisis of Software Engineering What Swiss watchmaking's fourteen-year collapse...

Dev.to · Alex @ Vibe Agent Making
1mo ago
What Would People Need If They Lived on the Internet?
What Would People Need If They Lived on the Internet? An entity with perfect papers,...

Dev.to · Alex @ Vibe Agent Making
1mo ago
The Grammar of Music: Why Bach's Deliberate Mistuning Is a Lesson in System Design
Originally published at vibeagentmaking.com The tempered lie is what makes the grammar...

Dev.to · Alex @ Vibe Agent Making
📋 Product Management
⚡ AI Lesson
1mo ago
Every Feature Proposal Is an Argument: What 1958 Philosophy Teaches About Why 80% of Features Go Unused
Originally published at vibeagentmaking.com What 1958 philosophy teaches about why 80% of...

Dev.to · Alex @ Vibe Agent Making
🚀 Entrepreneurship & Startups
⚡ AI Lesson
2mo ago
Islands of Commerce: What Marketplace Founders Can Learn from 60 Years of Island Biogeography
A fumigation experiment in the Florida Keys explains more about marketplace dynamics than most...
DeepCamp AI