Tagged articles

Claude API

10 articles · Page 1 of 1

Oct 22, 2026 · Backend Development

Claude User Profiles: Per-Client Enforcement Only on Platforms Verifying IDs Per Request

Anthropic's user profiles shift enforcement from organization to end-client level, but only on platforms that verify profile IDs per request; gateways must create profiles at registration, store IDs on customer records, inject headers at the sole egress point, and handle platform-specific gaps like Bedrock's format-only validation and AWS's missing enforcement reporting.

API gatewayAnthropicBedrock

0 likes · 25 min read

Claude User Profiles: Per-Client Enforcement Only on Platforms Verifying IDs Per Request

PaperAgent

Jul 28, 2026 · Artificial Intelligence

Inside Anthropic’s New Graph Engineering Methodology for Multi‑Agent Systems

Anthropic’s recent 12‑page playbook and 2‑hour workshop detail a Graph Engineering pipeline that replaces costly context‑window communication with a shared knowledge graph, covering why windows fail, a four‑stage Claude API workflow, extraction rules, entity resolution, graph assembly, multi‑hop querying, integration into five agent modes, cost analysis, scaling strategies, and guidance on when not to use a knowledge graph.

Agentic AIAnthropicClaude API

0 likes · 14 min read

Inside Anthropic’s New Graph Engineering Methodology for Multi‑Agent Systems

Black & White Path

May 29, 2026 · Industry Insights

How Ignoring API Limits Led to a $500 Million AI Bill

A lack of usage caps on Claude's API caused a single employee to generate a $500 million charge in one month, exposing systemic governance gaps and prompting a broader discussion on AI cost control, token‑based billing, and practical safeguards for enterprises.

AI cost governanceAPI budgetingClaude API

0 likes · 7 min read

How Ignoring API Limits Led to a $500 Million AI Bill

Su San Talks Tech

Apr 8, 2026 · Artificial Intelligence

Master Claude API: From Setup to Advanced RAG, Prompts, and Streaming

This comprehensive guide walks you through Claude Code model selection, API authentication, request construction, multi‑turn conversation handling, system prompts, temperature tuning, streaming responses, and clean JSON extraction, providing practical Python examples for building robust AI‑powered applications.

AI developmentAnthropicClaude API

0 likes · 28 min read

Master Claude API: From Setup to Advanced RAG, Prompts, and Streaming

Java One

Apr 8, 2026 · Artificial Intelligence

Master Claude API: From Model Selection to Streaming Responses

This guide walks you through Claude Code model choices, secure API key handling, Python SDK setup, request construction, multi‑turn conversation management, system prompts, temperature tuning, response streaming, and extracting clean structured data such as JSON, all with practical code examples and diagrams.

Claude APIPythonmulti-turn conversation

0 likes · 31 min read

Master Claude API: From Model Selection to Streaming Responses

Shi's AI Notebook

Apr 6, 2026 · Industry Insights

Farzapedia Sparks Personalized AI Memory Trend; Claude API Streaming Refusal Handling Goes Live

The article reviews recent AI developments, including the low‑VRAM Gemma‑4‑21B‑REAP model, Qwen3‑Coder‑Next REAP variants, Farzapedia's file‑plus‑Wiki memory system for agents, turboquant‑gpu's 5.02× KV‑cache compression, Claude API's new streaming refusal mechanism, and DeepMind AlphaEvolve's logistics savings.

AI model releasesAlphaEvolveClaude API

0 likes · 6 min read

Farzapedia Sparks Personalized AI Memory Trend; Claude API Streaming Refusal Handling Goes Live

AI Architecture Hub

Apr 3, 2026 · Artificial Intelligence

Build Your First Real AI Agent: Step‑by‑Step Guide for Beginners

This tutorial walks you through creating a functional AI agent that can receive goals, plan steps, invoke tools, and iterate until task completion, covering environment setup, core loop implementation, tool integration, error handling, and testing without requiring prior programming experience.

AI AgentAutonomous LoopClaude API

0 likes · 9 min read

Build Your First Real AI Agent: Step‑by‑Step Guide for Beginners

Code Mala Tang

Mar 9, 2026 · Artificial Intelligence

How Claude’s New Prompt Caching Cuts Token Costs by 90% for Long‑Running Agents

Claude’s API now automatically caches static parts of prompts—system instructions, tool definitions, and context—so repeated calls reuse these sections at only 10% of the standard token price, dramatically reducing costs for multi‑turn agents, but developers must manage prefixes and avoid cache‑breaking changes.

Claude APILLM EngineeringPrompt Caching

0 likes · 15 min read

How Claude’s New Prompt Caching Cuts Token Costs by 90% for Long‑Running Agents

AI Waka

Feb 24, 2026 · Artificial Intelligence

How Claude’s New Auto‑Caching Cuts API Token Costs by 90%

By adding a single field to Claude API requests, developers can automatically cache static prompt parts, reducing token billing to just 10% of the original cost and dramatically lowering expenses for multi‑turn AI agents.

AI AgentsClaude APIPrompt Caching

0 likes · 13 min read

How Claude’s New Auto‑Caching Cuts API Token Costs by 90%

Shuge Unlimited

Jan 30, 2026 · Artificial Intelligence

Is Moltbot Really Driving Mac mini Sales? A Critical Cost and Deployment Analysis

The article debunks the claim that Moltbot has made Mac mini a hot‑selling item by examining the tool’s requirements, API pricing, hardware alternatives, cloud‑hosted options, and the marketing tactics that inflate the narrative, ultimately showing that API costs, not the hardware, are the real barrier.

AI assistantClaude APIMac mini

0 likes · 11 min read

Is Moltbot Really Driving Mac mini Sales? A Critical Cost and Deployment Analysis