Tag: #anthropic
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 14 posts
14 posts are tagged #anthropic; the most recent was published on 2026-07-11.
Often tagged together: #2026-03 7 #mcp 6 #openai 6 #claude-code 5 #llm 5
Most read in the last 90 days:
Building Effective AI Agents: A Reference on the Five Workflow Patterns and Agents
A practical reference distilled from Anthropic's engineering guide "Building Effective Agents." It covers the precise distinction between workflows and agents, the building block underneath everything — the augmented LLM
2026-07-11 · 8 min read #ai#agents#llm#engineering#anthropicClaude Skills Marketplace 2026 — Curated Best Skills for Real Teams (Bundles by Role, Context Budget Accounting)
The previous post taught you how to build a Skill. This one is the opposite — how to decide what to install. A 2026 map of the Anthropic official, partner, and community Skills marketplaces; category-by-category curation
2026-05-14 · 19 min read #claude-skills#anthropic#skills-marketplace#ai-tooling#curationBuild Your Own Claude Code Skill — A Hands-On Deep Dive Into SKILL.md, Invocation, and Distribution (2026, english) ♪ Listenable
Agent Skills were introduced by Anthropic in October 2025 and opened as a standard in December 2025. As of May 2026 they are the default way to extend Claude Code. The mechanism is small — a SKILL.md with YAML frontmatte
2026-05-14 · 23 min read #claude-code#skills#anthropic#ai-tooling#hands-onClaude Code Team Workflows Guide: How to Run a Terminal-First Agent Safely
A practical guide to Claude Code’s terminal-first workflow, showing how teams should split settings, memory, subagents, and hooks, and how that differs from GitHub-hosted background agents.
2026-04-12 · 4 min read #anthropic#claude-code#terminal-ai#subagents#hooksLiteLLM Complete Guide 2025: Unify 100+ LLMs with a Single API Proxy Server
Everything about LiteLLM! 100+ LLM unified API, OpenAI-compatible proxy server, cost tracking/budget management, load balancing/fallback, model routing, virtual keys, rate limiting, Guardrails, production deployment (Doc
2026-03-25 · 18 min read #litellm#llm#api#proxy#openaiAI Safety Engineer & Alignment Researcher Career Guide: The Fastest-Growing AI Role in 2025 ♪ Listenable
AI Safety Engineer salaries have surged 45% since 2023, making it the fastest-growing AI role. From Anthropic's Constitutional AI to OpenAI's Superalignment to DeepMind's Scalable Oversight — this guide covers core resea
2026-03-23 · 26 min read #ai-safety#ai-alignment#responsible-ai#ai-ethics#careerMCP Complete Guide: Why Model Context Protocol Became the USB-C of AI with 97M Downloads ♪ Listenable
Built by Anthropic, adopted by OpenAI and Google, donated to Linux Foundation. MCP hit 97M monthly downloads — the complete guide to building MCP servers, understanding the architecture, and joining the AI agent revoluti
2026-03-22 · 21 min read #mcp#ai#anthropic#openai#googleClaude Code Complete Guide: Subagents, Hooks, Agent SDK — Everything About Agentic Coding ♪ Listenable
Anthropic Claude Code — an agentic coding tool that reads your codebase, edits files, and runs commands from the terminal. Complete guide to subagent parallelism, hook automation, Agent SDK for custom agents, and MCP ser
2026-03-22 · 23 min read #claude-code#anthropic#agentic-coding#agent-sdk#mcp10 Voices Shaping the AI Era: From Jensen Huang to Yann LeCun, the Defining Quotes of 2025 ♪ Listenable
Jensen Huang's "1 trillion dollar AI infrastructure," Sam Altman's "GPT-5 is smarter than me," Dario Amodei's "trillions in revenue before 2030," Yann LeCun's "LLMs are complete nonsense" — the defining quotes of 10 lead
2026-03-22 · 24 min read #ai#nvidia#openai#anthropic#googleModel Context Protocol (MCP) Complete Guide: The New Standard for AI-World Integration
Anthropic's MCP is the USB-C of AI tool integration — write your server once, use it with any AI client. This guide covers MCP architecture, building a Python server from scratch, and honest comparisons with OpenAI funct
2026-03-18 · 7 min read #mcp#model-context-protocol#anthropic#claude#ai-agentModel Context Protocol (MCP) Complete Guide: AI Tool Standardization and Claude Integration
A comprehensive guide to Anthropic MCP architecture, building servers with FastMCP Python SDK, Resources/Tools/Prompts primitives, Claude Desktop integration, and agent tool standardization.
2026-03-17 · 11 min read #mcp#modelcontextprotocol#claude#aitools#llmintegrationAI Agent Function Calling Practical Implementation: Tool Use Patterns, Error Handling, Security Design, and Production Deployment ♪ Listenable
Practical implementation of Function Calling and Tool Use patterns. Covers OpenAI, Anthropic, LangChain tool calling APIs, error handling, retry strategies, prompt injection defense, and MCP standard for production chatb
2026-03-12 · 21 min read #chatbot#function-calling#tool-use#ai-agent#langchainLLM Structured Output Practical Guide — JSON Mode, Tool Use, Pydantic Schema Validation ♪ Listenable
Compare Structured Output approaches across OpenAI, Anthropic, and Google, covering Pydantic schema validation to production pipeline construction with practical code examples.
2026-03-03 · 22 min read #llm#structured-output#json-mode#openai#anthropicClaude Code Complete Guide: How to Revolutionize Development Productivity with Anthropic's AI Coding Agent ♪ Listenable
A complete guide to Anthropic's official CLI tool Claude Code — from installation to core commands, slash commands, MCP server integration, multi-agent architecture, IDE integration, CLAUDE.md usage, and custom hooks — a
2026-03-01 · 35 min read #claude-code#anthropic#ai-coding#cli#ai-agent