#Llm

Stop Wasting Tokens: High-Efficiency Prompting for Budget LLMs

Trimming conversational bloat from prompts slashes API costs and keeps smaller, budget-friendly models focused on delivering accurate code.

Article · 1d ago1

Build an LLM-as-Judge Eval Pipeline in Python

Ship a repeatable scoring harness that sends model outputs to a GPT-4o judge and tracks accuracy, relevance, and safety scores across releases—so you catch regressions before users do.

Tutorial · 2d ago0

Build a Multi-Step Research Agent with LangGraph, Claude, and Tool Calling

Wire up a stateful, looping agent that searches the web, scrapes pages, and compiles a structured markdown report — all driven by Claude tool calls and a LangGraph state machine.

Tutorial · 2d ago0

AMD's $3,999 Ryzen AI Halo Challenges Nvidia's DGX Spark

A compact developer kit brings 128GB of unified memory and Windows support to local AI workstation workloads.

News · 2d ago0

KPMG's Hallucination Disaster Is a Warning for LLM Pipelines

The consulting firm's retracted AI report highlights why developers must build strict validation and verification layers into generative workflows.

Article · 2d ago0

The Cloud LLM Commodity Shift and Local Inference

Developers face a strategic pivot as rising cloud costs and local hardware capabilities reshape how we build AI features.

Article · 2d ago5

Zhipu Launches GLM-5.2 with 1M-Token Context Window

Z.ai's new flagship coding model targets long-horizon agentic workflows and promises an MIT-licensed open-source release next week.

Release · 3d ago5

Ship an MCP Server in Python That Exposes Your Internal API to LLMs

Wrap a corporate REST API in three typed tools using FastMCP, inspect them locally, and connect them to Claude Desktop—without ever exposing credentials to the model.

Tutorial · 3d ago0

Moonshot AI Releases Kimi K2.7-Code with 30% Better Token Efficiency

The new Mixture-of-Experts model slashes reasoning overhead while boosting agentic coding performance across complex software engineering workflows.

Release · 3d ago2

Anthropic Suspends Claude Mythos 5 and Fable 5 Access

Developers must quickly pivot to fallback models as Anthropic halts access across its API and developer tools.

News · 3d ago2

Replicating DeepSeek-R1 with the Open R1 Project

Hugging Face's open-source initiative successfully reproduces R1's distillation pipeline, unlocking frontier reasoning models for the developer community.

Article · 5d ago0

Expose Your Laravel App to AI with Model Context Protocol

Learn how to build a self-describing MCP server in Laravel, allowing AI assistants to query your database securely.

Article · 5d ago0

June 23 Deadline: Claude Fable 5's Free Ride Is Ending

Fable 5 is bundled with Claude subscriptions only through June 22 — front-load your heavy compute before it goes pay-per-credit.

News · 6d ago4

A German Court Just Made Google Liable for Its AI's Hallucinations — and Every Team Shipping Generated Text Should Pay Attention

The Regional Court of Munich ruled that AI Overviews are Google's 'own words,' not search results — gutting the liability shields that protected search engines and raising the stakes for anyone deploying RAG.

News · 1w ago5

Eyes Open, Vulnerabilities Shipping: The AI Code Security Paradox

A Checkmarx survey of 2,350 developers and security leaders finds 70% believe AI-generated code is more vulnerable — and nearly a third ship it to production anyway. The tools exist. The process doesn't.

Article · 1w ago0