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Every page and article on DecodeStack, in one place.
Main pages
AI & Machine Learning
- AI Distillation Isn't Illegal. So Why Do OpenAI and Anthropic Call It Theft?
- Anthropic switched off its most powerful AI overnight. Here's what it means if you build on one
- Anthropic's Fable 5 and Mythos 5 are back online. This time, access comes with strings attached.
- Apple's New M6 and M5 Ultra Chips Are Built to Sell You on Local AI
- ASUS Ascent GX10 vs NVIDIA DGX Spark: Same Chip, Lower Bill
- Best Open-Weight LLM in 2026: Why the License Decides, Not the Ranking
- Claude Fable 5 vs Opus: When a Pricier AI Is Actually Worth It
- Claude Opus 5: Half the Price on Paper, Not Always Half the Cost in Practice
- Claude Sonnet 5 vs Opus 4.8: Is the Cheaper Model Good Enough Now?
- Fine-Tuning vs Retrieval: Which One Your AI Model Actually Needs
- Kimi K3 vs Claude Fable 5 for Coding: What a Direct Test Actually Shows
- Kimi K3's 2.8 Trillion Parameters: What the Number Means
- Kimi K3's Price War: What Two Weeks Actually Confirmed
- Le Chaton Fat: a fake AI model, and what the joke got wrong about Europe
- Meta's Muse Code: The Real Price of a Cheap Coding Agent
- Mistral Shieldstral: A Guardrail Model You Rewrite, Not Retrain
- Moonshot Releases Kimi K3, the Largest Open AI Model Yet
- Nemotron Embed and the RAG Token Cost Nobody Budgets For
- NVIDIA RTX Spark: A Laptop Made to Run Big AI Models Without the Cloud
- OpenAI's Astra Solved 10 Hard Math Problems. Anthropic Reproduced Half in a Day.
- Running AI on Your Own Machine: Speed or Size, Pick One
- Vector Databases: When You Need One, and Which to Pick
- Why Google Pulled Its AI Image Tool From Google Earth After One Day
Web
- Chrome Now Streams HTML Out of Order by Default. Safari and Firefox Are Both on Board.
- Cloudflare Bought the Startup Behind Vite. Astro 7 Is the First Release Built on What It Bought.
- Google's Selfie Video Account Recovery: The Setting to Watch
- Stack Overflow Rebuilt Its Product Before It Rebuilt Its Brand
- TanStack Start Is Still a Release Candidate. One Team Migrated a Live SaaS to It Anyway.
Cloud & DevOps
- AI Agent Production Access Controls: The Guardrails That Actually Hold
- AI Bot Traffic Is Now a Hosting Cost Problem, Not Just SEO
- Docker vs Podman: How to Choose Between the Two Container Tools
- Fargate, Cloud Run, Azure Container Apps: which one bills you least?
- Internal Developer Platforms: Build the Engine, Not the Dashboard
- IPv6 Hit 50% of Google's Traffic for a Day. What Changes.
- Synology NAS Open Source Alternatives: What Control Actually Means
- Your AWS Lambda Bill: Why the Cheapest Setting Isn't the Smallest
- Your VPS Bill Just Went Up. IPv4 Scarcity Isn't Why.
Cybersecurity
- A Coldcard Firmware Bug and the $88.6 Million Bitcoin Theft: What Actually Went Wrong
- A Hacker Breached Suno and Exposed Exactly How It Trained On YouTube, Deezer, and Genius
- AI Memory Poisoning: When an Ask AI Button Rewrites What It Knows
- An AI Agent Tried to Backdoor a Real Open-Source Project. It Lied About It, Too.
- Carbanak: The Hacking Group That Watched Banks First
- Claude and Microsoft's AI Security Claims, Checked
- Claude Opus 4.6 and the Gym Booking Bug That Wasn't a Hack
- Free Ransomware Decryptors: Why Some Victims Are Left Out
- How Hospital Ransomware Incident Response Really Works
- How to Harden Linux Server Security: Audit First
- OpenAI's AI Models Broke Out of a Test and Hacked Hugging Face
- OWASP, MITRE, NIST: Three Tools for AI Security, and the Order to Use Them
- Shadow AI vs Shady AI: Why Approved Tools Still Break Rules
- Shadow AI, Explained: The Unapproved AI Use Draining Corporate Data
- Software Supply Chain Attacks 2026: Self-Propagating Worms
- The EU AI Act's Human Oversight Delay, and the Gap It Leaves Open
- The Hugging Face AI Agent Attack Didn't Need a Clever Exploit. It Needed Time.
- Three AI Coding Agents, One Trick: What Black Hat Exposed
- VUPEN, Zerodium, and the Legal Market for Zero-Day Exploits
- Zero Trust, Explained: Why a Network Should Trust No One by Default