Tag: llm
Wiring OpenAI Codex into Claude Code in Git Bash for Cross-Model Code Review
Set up the OpenAI Codex CLI and Claude Code side by side in Windows Git Bash, then build a two-model review workflow…
Multi-Agent Workflows: Orchestrating Specialized AI Agents
Learn when splitting work across cooperating agents actually pays off, how to coordinate them reliably, and which failure modes will bite you…
Google DeepMind Releases Gemma 4 12B, an Encoder-Free Multimodal Model
Google DeepMind's Gemma 4 12B brings native audio and vision processing to a 12-billion-parameter model that runs on consumer hardware with 16GB…
Google AMIE Medical AI Matches Physicians in Disease Management Study
Research published in Nature shows Google's AMIE system performing on par with primary care doctors in long-term condition management, outscoring them on…
OpenAI and Anthropic Submit New AI Models to Trump Administration Review
Both companies are restricting access to their newest and most capable AI models to government-approved customers while federal officials assess cybersecurity risks.…
Building an Eval Harness for Your AI Features
"It looks good" is not a test. Learn how to build a lightweight evaluation loop that catches prompt regressions, model drift, and…
Structured Outputs and Tool Use: Making LLMs Reliable
Learn how to force valid JSON and well-typed tool calls from Claude so AI output plugs directly into your code, eliminating the…
Cutting LLM Costs with Prompt Caching and Smart Context Management
Prompt caching can dramatically reduce your token spend, but only if your prompts are structured correctly. Here is how prefix-matching works, what…
Choosing the Right Claude Model: Speed, Cost, and Capability Trade-offs
Not every task needs your most powerful model. This guide gives you a practical decision framework for matching Claude model tiers to…
Retrieval-Augmented Generation (RAG): A Practical Build Guide
Learn how to ground an LLM in your own documents using chunking, embeddings, and vector retrieval, so your app returns accurate answers…
Prompt Engineering Patterns That Actually Work
A handful of battle-tested techniques separate prompts that work once from ones you can ship to production. Here is how to use…
Build Your First MCP Server: A Hands-On Guide
Learn how to stand up a Model Context Protocol server, expose a custom tool, and wire it to a Claude-powered client so…