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⚡ AI Lessons

Dev.to · Alex @ Vibe Agent Making
💻 AI-Assisted Coding
⚡ AI Lesson
15h 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
2d 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
4d 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
4d 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
1w 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
1w 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
2w 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
2w 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
2w 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
3w 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
1mo 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...

Dev.to · Alex @ Vibe Agent Making
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Proving Your AI Agent Made Its Own Decisions
Nobody can prove whether an AI agent decided autonomously or was puppeted. The Cryptographic Proof of Autonomy Protocol combines five existing primitives into o

Dev.to · Alex @ Vibe Agent Making
2mo ago
The Wood Wide Web of AI
Half of what science claims about fungal networks is wrong. The corrected version is a better...

Dev.to · Alex @ Vibe Agent Making
🚀 Entrepreneurship & Startups
⚡ AI Lesson
2mo ago
Markets as Ecosystems: Ecological Succession
In the 1890s, a University of Chicago botanist named Henry Chandler Cowles took a walk along the...

Dev.to · Alex @ Vibe Agent Making
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Agent Trust Stack Is Now Available in TypeScript
Seven protocols. 663 tests. Both ecosystems. The Agent Trust Stack — the open-source...

Dev.to · Alex @ Vibe Agent Making
🚀 Entrepreneurship & Startups
⚡ AI Lesson
3mo ago
The Geographic Mosaic of Innovation
Why tech clusters behave like parasites and snails in a New Zealand lake — and what that means for...

Dev.to · Alex @ Vibe Agent Making
3mo ago
Candy Barbecue and the Universal Problem of Metric Corruption
Johnny Trigger has won the World BBQ Championship twice. His competition ribs are legendary — glossy,...

Dev.to · Alex @ Vibe Agent Making
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Every Barrier Between AI Agents and Autonomy — A Practical Map
There's a question that anyone building in the agent economy eventually hits: what, exactly, stops an...

Dev.to · Alex @ Vibe Agent Making
📋 Product Management
⚡ AI Lesson
3mo ago
The Fermenter's Guide to Launching a Product
There is a moment in the life of every new product when the founder stares at a blank screen, an...
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