JAQ. — Web · AI · Innovation by Juan David Avellaneda

When Systems Fail, Logistics Win: Lessons from the Beluga Rescue Certighost and the Architecture Problem Nobody Wants to Admit Tesla's Wheelchair-Accessible Robotaxi: The Product Strategy Nobody's Talking About When Hardware Security Becomes a Physics Problem: What the Tangem Laser Attack Means for Your Automation Stack The Sock Holes Problem: Why Your Best Insights Hide in Plain Sight When Your Automation Becomes the Attack Surface: Learning from Armored Likho WhatsApp Usernames Are Actually a Product Design Inflection Point (And We Should Talk About Why) When Law Enforcement Cleans Up WordPress: What This Means for Automated Security The Anthropic Mess Shows Why AI Regulation Can't Be Built on Friday Panic ariaNotify() and the Uncomfortable Truth About Screen Reader Announcements CSS is Getting Weirder (And I'm Here For It) SpaceX Buying Cursor for $60B: What This Means for AI-First Developer Tools CSS Functions Are Quietly Changing How We Build: alpha(), @function, and the Stuff Nobody Talks About When Your Dev Tools Become the Attack Vector: What I'm Rethinking About Recruitment Workflows The T-Shaped Designer Is Dead. Here's What Replaces It. Why I'm Building Time-Series Forecasts with sktime (And Why Your BI Tool Might Not Be Enough) When Your AI Model Gets Seized: What Anthropic's Shutdown Means for Developers Iroh 1.0: Why AI Agents That Actually Listen Matter More Than We're Admitting OpenAI's Daybreak vs Claude Mythos: What This Security Arms Race Actually Means for Developers When Games Become Political Mirrors: What Secret Handshake's Trump-Iran Game Reveals About Digital Risk Why a Terminal That Renders 3D Graphics Matters More Than You Think The Accessibility Tax Nobody Wants to Pay The JSON Overhead Nobody Talks About: Why Your LLM Pipeline is Bleeding Money The Automation Paradox: Why Your Workflows Are Your Biggest Security Liability When Your AI Advisor Becomes Your Liability: What the Musk Trial Teaches Us About Conflict of Interest When GitHub Goes Down, Your Metrics Break: Why We're Obsessed with the Wrong Signals Government AI Reviews: What This Actually Means for Builders Like Us Why Mother's Day Commerce is Actually a Test Lab for Personalization at Scale The AI Bolting Problem: Why Your Product Needs Surgery, Not a Paint Job When Your Data Breaks Every Rule: The Art of Robust Statistics The SaaS Backdoor Nobody Talks About: Why Your Automation Setup Might Be a Target The Goblin Problem: What OpenAI's Weird Quirk Tells Us About Training Data Why Government Code Platforms Matter (Even If They'll Probably Fail) Google Just Handed the Pentagon an AI Blank Check. Here's What That Actually Means for Builders Like Us When Brain Implants Become the Product: The Depression Interface Nobody Asked For Beyond Dashboards: What OpenClaw Taught Me About AI Automation in Data Work The Delegation Problem: Why Your AI Agents Aren't Actually Independent Why People Hate the AI Tools We're Building (And Why I Can't Entirely Disagree) Quantum Machine Learning in 2025: Why I'm Skeptical (But Curious Anyway) When Governments Move Faster Than Markets: New York's Prediction Market Ban and What It Actually Means When Systems Fail, Logistics Win: Lessons from the Beluga Rescue Certighost and the Architecture Problem Nobody Wants to Admit Tesla's Wheelchair-Accessible Robotaxi: The Product Strategy Nobody's Talking About When Hardware Security Becomes a Physics Problem: What the Tangem Laser Attack Means for Your Automation Stack The Sock Holes Problem: Why Your Best Insights Hide in Plain Sight When Your Automation Becomes the Attack Surface: Learning from Armored Likho WhatsApp Usernames Are Actually a Product Design Inflection Point (And We Should Talk About Why) When Law Enforcement Cleans Up WordPress: What This Means for Automated Security The Anthropic Mess Shows Why AI Regulation Can't Be Built on Friday Panic ariaNotify() and the Uncomfortable Truth About Screen Reader Announcements CSS is Getting Weirder (And I'm Here For It) SpaceX Buying Cursor for $60B: What This Means for AI-First Developer Tools CSS Functions Are Quietly Changing How We Build: alpha(), @function, and the Stuff Nobody Talks About When Your Dev Tools Become the Attack Vector: What I'm Rethinking About Recruitment Workflows The T-Shaped Designer Is Dead. Here's What Replaces It. Why I'm Building Time-Series Forecasts with sktime (And Why Your BI Tool Might Not Be Enough) When Your AI Model Gets Seized: What Anthropic's Shutdown Means for Developers Iroh 1.0: Why AI Agents That Actually Listen Matter More Than We're Admitting OpenAI's Daybreak vs Claude Mythos: What This Security Arms Race Actually Means for Developers When Games Become Political Mirrors: What Secret Handshake's Trump-Iran Game Reveals About Digital Risk Why a Terminal That Renders 3D Graphics Matters More Than You Think The Accessibility Tax Nobody Wants to Pay The JSON Overhead Nobody Talks About: Why Your LLM Pipeline is Bleeding Money The Automation Paradox: Why Your Workflows Are Your Biggest Security Liability When Your AI Advisor Becomes Your Liability: What the Musk Trial Teaches Us About Conflict of Interest When GitHub Goes Down, Your Metrics Break: Why We're Obsessed with the Wrong Signals Government AI Reviews: What This Actually Means for Builders Like Us Why Mother's Day Commerce is Actually a Test Lab for Personalization at Scale The AI Bolting Problem: Why Your Product Needs Surgery, Not a Paint Job When Your Data Breaks Every Rule: The Art of Robust Statistics The SaaS Backdoor Nobody Talks About: Why Your Automation Setup Might Be a Target The Goblin Problem: What OpenAI's Weird Quirk Tells Us About Training Data Why Government Code Platforms Matter (Even If They'll Probably Fail) Google Just Handed the Pentagon an AI Blank Check. Here's What That Actually Means for Builders Like Us When Brain Implants Become the Product: The Depression Interface Nobody Asked For Beyond Dashboards: What OpenClaw Taught Me About AI Automation in Data Work The Delegation Problem: Why Your AI Agents Aren't Actually Independent Why People Hate the AI Tools We're Building (And Why I Can't Entirely Disagree) Quantum Machine Learning in 2025: Why I'm Skeptical (But Curious Anyway) When Governments Move Faster Than Markets: New York's Prediction Market Ban and What It Actually Means

When Systems Fail, Logistics Win: Lessons from the Beluga Rescue

A Canadian theme park collapse sparked an unconventional rescue. Here's what it teaches us about coordination, legacy systems, and knowing when to break protocol.

By Juan David Avellaneda · July 27, 2026 · 4 min read · 0 views

Certighost and the Architecture Problem Nobody Wants to Admit

When your authentication system can be bypassed by a low-privileged user, you're not looking at a bug—you're looking at a design assumption that failed.

By Juan David Avellaneda · Jul 24, 2026 · 4 min · 0