Browsing: Dev Nuggets

Anthropic’s leaked ‘Mythos’ model hints at a step-change in AI. Prep your stack now with evals, guardrails, LLMOps checklists, and the key vendor questions to ask.

Google’s Gemini 3 and the new Gemini app just dropped. Here’s a concise checklist to test, evaluate, and safely roll it into your work or product roadmap.

Claude Auto Mode turns one prompt into a multi-step workflow. Learn when to use it, the guardrails to set, and prompt patterns that improve speed and reliability.

Claude Code adds preview, review, and merge for GitHub PRs. Learn what’s new, quick setup, reliable prompts, and guardrails to speed delivery staying safe.

Using OpenAI Skills Shell safely and reliably: 12 practical tips, proven prompt patterns, and guardrails to make AI-driven dev tasks faster and auditable.

OpenAI’s Prism is a reference media server for the Realtime API, making it easier to build low-latency voice and multimodal agents with WebRTC and streaming.

Anthropic’s next-gen constitutional classifiers promise multilingual AI safety judgments. Here’s how builders can deploy them for scalable, auditable moderation.

OpenAI announced GPT-5.2 + Codex. Use this concise, battle‑tested checklist to assess capabilities, latency, safety, and costs before upgrading your AI apps.

Confused by Gemini tiers? Here’s a practical guide to when to use Nano, 2.0 Flash, and 2.0 Pro—privacy, latency, cost, and use cases developers can ship.

MIT shows how to boost small language models’ reasoning. Apply this playbook to get big-task accuracy with SLMs while reducing cost, latency, and risk.