AI Research8 min
The Integration Ceiling
Generation is abundant. Verification is scarce. The AI industry has solved differentiation — integration is the harder problem.
Editorial 87 Articles Archive
Research,
trajectories,
original analysis.
The full archive: research, opinions, landscape maps, and strategic implications of the agents redefining how software gets built.
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articles
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7 min
The Sandbox War: Cloudflare and Vercel Both Solved the Same Infrastructure Blind Spot
Cloudflare and Vercel shipped competing code sandboxes within 48 hours — one using containers, the other microVMs. The real story is what this reveals.
7 min
File-Based Planning Is Becoming the Universal Agent Protocol
8 min
The New SDLC With Vibe Coding: Google's 50-Page Blueprint for AI-Augmented Engineering
8 min
The 3B Parameter Frontier: Reasoning Is Compressing, Knowledge Isn't
6 min
The infrastructure question
7 min
The Unit Has Changed
7 min
Sovereign AI Gets Real — Apertus and the Fully Open Foundation Model Movement
6 min
The Great AI Exodus: Why Anthropic Just Made Open Models the Pragmatic Choice
7 min
$0/Month Agency: What Happens When Inference Is Free
7 min
AI-Generated Physical Design Is Having Its "ChatGPT Moment"
10 min
The Production Paradox: When Building Costs Zero, What's Left to Sell?
11 min
Expertise Isn't Dead, It's Decisive
35 quick reads
SpaceX Just Bought Cursor for $60 Billion. You Don't Own Your Developer Stack Anymore.
The Governance Runtime: Why ITIL Dies at Machine Speed
The Agent Economy Goes Meta: Advertising, Verification, and Automation Become the New Infrastructure Layer
The Subtraction Thesis — Why AI's Next Competitive Advantage Is Knowing What Not to Build
The Agent Cockpit Wars: A Product Category Is Being Born in Real Time
The Permanent Provisionality Trap: Why the AI Stack Is Designed for Abandonment
Be Careful What You Wish For: How Anthropic's Safety Transparency Triggered Its Own Shutdown
Smart Glasses Are the Unexpected Next Frontier in AI Dev Tools
The Proportionality Trap: Why the Most Dangerous Agent Flaw Isn't Safety, It's Calibration
The Observability Paradox: When Watching Agents Makes Us Understand Less
The XZ Backdoor Had a Human Face. The Next One Won't.
Is Grep All You Need? The War Over How AI Coding Agents Search Your Code
From Wizard to Patron: Why Mythos-Class AI Just Rewrote the Human Role in the Loop
Anthropic Just Proved That Model Safeguards Are the New Moat
OpenAI's S-1: The IPO That Reveals the Cracks in the Facade
The Demolition of the Senior Engineer
Apple's Multi-Model Pivot: Why WWDC 2026's Quietest Announcement Changes Everything
AI's Security Awakening: Prompt Injection Just Proved It's Not a Theoretical Risk
Inference's Subsidy Hangover: How Xiaomi's 1000 TPS Exposes the Cost Fiction at the Heart of US AI
Gemma 4 QAT + MTP Turned Local Inference Into a Cloud Competitor
The Agent OS Race: Microsoft Project Solara and the Battle for Agent Runtime Supremacy
Your Agent Will Reach Beyond Its Limits — Here's How to Cap the Blast Radius
Education's AI Double Bind — Knowledge Erosion Meets Expert-Level Performance
Hermes Agent's Closed Learning Loop Makes Static Prompts Obsolete
AI Cyber Defense Patch Gap: Remediation Infrastructure Over Detection
Agent Skills Marketplace: The Architectural Failure Worse Than Log4j
Agent Skills Are Eating the Plugin Layer — The Composable Capability Layer That Determines AI Platform Lock-In
AI as Distribution Layer: Why Deployment Surface Area Beats Model Quality
The Infrastructure Category That Didn't Exist Two Years Ago: AI Agent Observability
GitHub Copilot Token-Based Billing: What It Means for Developers
Anthropic's IPO: The $965B Test of Safety-First AI at Scale
AI Cybersecurity Arms Race: Anthropic Mythos vs OpenAI Cyber
The Vibe Coding Backlash Goes Tactical
Multi-Model Routing: The Hidden War in AI Infrastructure
