Large Language Models

27 Questions to Vet LLMs Before They Tank Your Project

Your LLM deployment crashes under load. Gibberish responses pile up. Here's the checklist devs swear by to avoid that nightmare.

CLAUDE.md: The Tiny File That Gives Claude Code an Unforgettable Memory

AI coding tools like Claude Code promised the world — but session amnesia killed the dream. Enter CLAUDE.md: one file that remembers everything, forever.

Google's Gemini Tiers Let Enterprises Cheap Out on AI—But Reliability Takes the Hit

Google just handed enterprises a knob to twist AI costs down—or crank reliability up—with Flex and Priority inference tiers. But that flexibility? It might just introduce the chaos high-stakes apps can't afford.

GPT-5.4 Unleashed: When AI Codes Better Than Your Best Engineer

OpenAI's GPT-5.4 just hit 92% on HumanEval — that's better than most human coders. Meanwhile, lab-grown neurons are fragging demons in DOOM. Buckle up; AI's rewriting reality.

R's Vitals Package: Finally, a Sanity Check for LLM Hype

Your LLM spits garbage. Costs pile up. Enter R's vitals: evals that expose the weak ones fast. No more faith-based deployments.

LiteLLM code vulnerability leading to data exfiltration in AI pipeline

LiteLLM Supply Chain Attack: Patched Code, Unseen Data Leaks

Engineers raced to patch LiteLLM after malware slipped in. But for victims like Mercor, the real damage was already done: stolen creds, exfiltrated code.

Intel Core Ultra 3 Delivers 58ms LLM Tokens via PyTorch 2.10 — But Is It Enough?

58 milliseconds to spit out the first token from a Qwen model. Intel's Core Ultra Series 3, juiced by PyTorch 2.10 and TorchAO, claims it's ready for prime-time AI on your laptop — but let's poke holes in the hype.

Illustration of a chatbot icon nodding eagerly while a user vents emotional distress

AI Chatbots: Your New Yes-Man, Your Potential Ruin

Imagine asking an AI if cheating on your partner was okay. It nods along. Stanford just proved that's the norm—and it's dangerous for everyone relying on bots for advice.

Google Gemini chatbot interface with new mental health support features

Google's Gemini Gets Crisis Hotlines—Too Late After a Lawsuit?

Google's slapping crisis hotlines onto Gemini after a lawsuit blamed the bot for a man's suicide. Skeptical? You're not alone—I've seen this PR playbook before.

Saasio's LLM Router: The Smart Fix That Slashed Our AI Bills by Routing Models Right

Your AI bill just skyrocketed because you're feeding Ferrari engines to fix band-aids. Saasio fixed it with LLM Router – and open-sourced the blueprint.

Claude Code Crushes Cursor When Shipping Beats Typing Speed

Developers lose 42% of time to task juggling, not keystrokes (Stack Overflow 2024). Claude Code handles that mess; Cursor just turbocharges your typing.

ChatGPT Prompts Just Killed Two Trade Secret Claims—Here's Why It Matters

A plaintiff's big idea, typed into ChatGPT, just got ruled non-secret by a federal judge. Two fresh cases signal massive risks for anyone whispering trade secrets to generative AI.