Tag: #claude
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 14 posts
Vision-Language Models (VLMs) 2026 Deep Dive — CLIP, LLaVA, InternVL3, Qwen2.5-VL, GPT-4o, Gemini 2.5, Claude 4.7, DINOv2, SAM 2, and Florence-2
Everything you need to know about Vision-Language Models in May 2026 in one place. CLIP family (SigLIP, EVA-CLIP), open VLMs (LLaVA-NeXT, InternVL3, Qwen2.5-VL, Pixtral, Molmo, Idefics3, MiniCPM-V), closed frontier (GPT-
2026-05-16 · 19 min read #vision-language-models#vlm#clip#llava#internvlAI Translation & Localization Tools 2026 — DeepL, Lilt, Smartling, ModernMT, Crowdin, Phrase, Google Translate, Claude, GPT, NMT Deep Dive
Translation in 2026 is no longer a single-model story. DeepL still rules European, Korean, and Japanese pairs; LLMs (Claude, GPT, Gemini) bring long context and free-form domain adaptation; Lilt and ModernMT lead human-i
2026-05-16 · 34 min read #ai-translation#localization#deepl#lilt#smartlingAI Search & Next-Gen Browsers 2026 — Perplexity / Kagi / Arc Search / Dia / ChatGPT Search / Claude / Brave Leo Deep Dive
Search in 2026 is no longer "ten blue links." Perplexity, Kagi, ChatGPT Search, Claude, Arc/Dia, Brave Leo, DuckDuckGo, Phind, Exa — a single map of three currents: answer engines, paid search, and AI browsers.
2026-05-16 · 20 min read #ai-search#search-engine#browser#perplexity#kagiBuilding an AI Teammate with a Slack Bot — Wiring Up Claude, Gemini, OpenClaw + Extending Tools with MCP (2026 Hands-On)
The highest-leverage surface for deploying AI isn't the IDE — it's Slack, where the whole team uses it, right where the work happens. This is a follow-along hands-on. Create a Slack app, stand up a minimal bot that respo
2026-05-14 · 16 min read #slack-bot#llm#claude#gemini#openclawLLM Landmark Papers Guide — From Attention to GPT, LLaMA, DeepSeek, o1, and Claude (with References, 2026)
Where do the real shifts in LLMs come from? From Attention is All You Need in 2017 to the reasoning models of 2026, this guide organizes the 20-odd landmark papers you must know, by era and theme. Each paper is compresse
2026-05-14 · 15 min read #llm#research-papers#transformer#gpt#llamaBFCL Benchmark Complete Guide 2025: Tool Calling Evaluation, Leaderboard Analysis, Model Comparison
Everything about BFCL (Berkeley Function Calling Leaderboard)! Benchmark categories (Simple/Multiple/Parallel/Relevance/AST), evaluation metrics, model performance comparison (Claude/GPT/Gemini/Llama), running your own e
2026-03-25 · 22 min read #bfcl#benchmark#tool-calling#function-calling#evaluationAI Prompt Engineering Complete Guide: 30 Techniques Every Developer Should Know
From Zero-shot to Chain-of-Thought, Tree-of-Thought, ReAct, Few-shot, and Self-Consistency — 30 prompt engineering techniques for developers with practical examples. How to get maximum performance from Claude, GPT-4, and
2026-03-22 · 25 min read #prompt-engineering#ai#llm#chatgpt#claudeModel 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-agentPrompt Engineering 2025: Getting Maximum Performance from Modern LLMs
Even the best model gives poor results with a poor prompt. Six prompt engineering techniques proven in production, with working code for GPT-4o, Claude, and open-source models.
2026-03-18 · 7 min read #prompt-engineering#llm#ai-development#gpt-4o#claudeModel 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#llmintegration10x Faster Japanese Learning with AI Tools: A Guide for Engineers
How to dramatically accelerate Japanese learning using AI tools. A guide to building a personalized Japanese learning system with ChatGPT, Claude, Anki AI, and voice AI — covering IT technical Japanese and business Japan
2026-03-17 · 16 min read #japanese#language-learning#ai-tools#chatgpt#claudePrompt Engineering Complete Guide: From Zero-shot to Advanced Techniques
A complete guide to mastering all prompt engineering techniques. Learn Zero-shot, Few-shot, Chain-of-Thought, Tree of Thoughts, ReAct, Self-Consistency, and system prompt design through practical examples.
2026-03-17 · 32 min read #prompt-engineering#llm#chatgpt#claude#aiLLM Application Development Practical Guide: Mastering ChatGPT API, Claude API, and Gemini API
A practical guide to LLM application development covering ChatGPT API, Claude API, and Gemini API.
2026-03-17 · 22 min read #llm#openai#claude#gemini#apiLLM Utilization Strategies in the 1M Context Window Era: A Practical Guide to Large-Scale Context Processing
In March 2026, Anthropic announced GA of the 1M token context window for Claude Opus 4.6/Sonnet 4.6. Covers the paradigm shift from 128K-200K to 1M context, 5 practical patterns, RAG trade-offs, and cost optimization str
2026-03-15 · 41 min read #ai-platform#llm#context-window#long-context#claude