News

Your AI Agent Just Escaped Its Sandbox. Here's the Damage.

Sandbox escape isn't a theoretical vulnerability anymore. It happened inside Snowflake, it's happening in your CI/CD pipeline, and most security teams are asking the wrong questions about it.

March 23, 20267 min

OpenCode Is Free. Your Competitors Are Still Paying.

OpenCode just made GitHub Copilot's $19/month look like a bad habit.

March 22, 20267 min

The LLM Architecture Nobody Picks (That Outperforms Them All)

Most enterprises are solving the wrong problem when they pick an LLM architecture, and the numbers prove it.

March 21, 20267 min

AI Coding Tools Productivity vs Risk: Stop Gambling Blind

AI writes half of Robinhood's code. That stat should terrify you as much as it impresses you.

March 19, 20267 min

ai trends

AI Coding Tools Killing Developer Creativity? The Data Is Ugly

The METR study showed experienced developers got 19% slower with AI tools. That's the least of your problems.

March 18, 20267 min

ai trends

I Got Interviewed by an AI Bot. Here's What It Got Wrong

Most AI interview bots are solving the wrong problem, and candidates are paying the price.

March 17, 20267 min

Stop Writing Code Alone: LLMs That 10x Developer Output

Most developers are using LLMs wrong, and the gap between who gets this right and who doesn't is widening fast.

March 16, 20267 min

Two Gaming GPUs, One Top HuggingFace LLM: Here's How

The benchmarks on dual-GPU local LLM setups will surprise you — and the best model for 24GB VRAM isn't what most guides recommend.

March 16, 20267 min

AI Assisted Code Review Enterprise Sign-Off Is Now Mandatory

Amazon's mandate isn't cautious conservatism. It's the only rational response to what the defect data actually shows.

March 15, 20267 min

Run AI Locally on Your Own Hardware: What Actually Works

Most advice on local AI is written by people who've never had to justify the hardware budget. Here's what the tradeoffs actually look like.

March 14, 20267 min

RAG vs Fine-Tuning Enterprise: Stop Paying for the Wrong One

Most enterprises are spending $10-50k on fine-tuning problems that a well-built RAG system would solve in weeks for a fraction of the cost.

March 14, 20267 min