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Latest posts
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Embedding Models Compared 2026: OpenAI vs Cohere vs Voyage vs BGE
Embedding Models Compared 2026: OpenAI vs Cohere vs Voyage vs BGE The short answer Four embedding model families serve production RAG in 2026: OpenAI text-embedding-3 (default general-purpose), Cohere embed-v3 (strong ... Read more The post Embedding Models Compared 2026: OpenAI…
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Document Chunking Strategies for RAG: Fixed vs Semantic vs Agentic
Document Chunking Strategies for RAG: Fixed vs Semantic vs Agentic (2026) The short answer Three chunking families power modern RAG: fixed-size (predictable, cheap, works for prose), semantic (topic-coherent, better retrieval ... Read more The post Document Chunking Strategies…
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RAG Pipeline Tutorial 2026: Build Your First Retrieval-Augmented System
RAG Pipeline Tutorial 2026: Build Your First Retrieval-Augmented System The short answer A RAG pipeline retrieves relevant chunks from your own documents and pastes them into the prompt so a ... Read more The post RAG Pipeline Tutorial 2026: Build Your First Retrieval-Augmented…
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SWE-bench Benchmark Interpretation Guide
SWE-bench is the dominant coding-agent benchmark in 2026. Every major model release (Claude Opus 5.5, GPT-5, Gemini 2.5 Pro) announces a SWE-bench Verified score, and the top of the leaderboard ... Read more The post SWE-bench Benchmark Interpretation Guide appeared first on…
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Agent Handoff Patterns for Production AI
Agent handoffs sound simple: agent A finishes, agent B takes over. In practice, handoffs are where multi-agent systems break: lost context, duplicated work, infinite ping-pong, state desync. This article covers ... Read more The post Agent Handoff Patterns for Production AI…
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Build a Coding Agent with Claude Code SDK
Claude Code SDK is Anthropic’s officially supported interface for building coding agents on top of Claude. Released in 2026 alongside the Claude Code CLI, it packages the file-system access, shell ... Read more The post Build a Coding Agent with Claude Code SDK appeared first on…
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Supervisor Agent Architecture Patterns
The supervisor pattern is the production workhorse for multi-agent systems that need variable routing with central accountability. One supervisor agent sits above a pool of worker agents, receives all incoming ... Read more The post Supervisor Agent Architecture Patterns…
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OpenAI Swarm vs CrewAI vs AutoGen
OpenAI’s Swarm framework (shipped experimental in late 2024, matured through 2026) added a fourth serious option to the multi-agent Python ecosystem. Where CrewAI uses roles, AutoGen uses conversations, and LangGraph ... Read more The post OpenAI Swarm vs CrewAI vs AutoGen…
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LangChain Agents vs LangGraph: Compared
LangChain shipped two generations of agent primitives: the original AgentExecutor (now called “LangChain Agents”) and the state-machine framework LangGraph. In 2026, LangChain itself officially recommends LangGraph for all new agent ... Read more The post LangChain Agents vs…
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AI Agent Planner-Executor Architecture
The planner-executor architecture is one of the most-cited patterns in AI agent design, and in 2026 it is the dominant pattern for complex multi-step tasks across production systems. Separating planning ... Read more The post AI Agent Planner-Executor Architecture appeared first…
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Multi-Agent Collaboration Patterns
Multi-agent systems succeed or fail based on their collaboration pattern, not their framework choice. In 2026 the handful of patterns that production shops use again and again are documented well ... Read more The post Multi-Agent Collaboration Patterns appeared first on…
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AutoGen Magentic-One Tutorial
Magentic-One is Microsoft Research’s generalist multi-agent system for web and desktop tasks. Shipped in late 2024, matured through 2026, it composes 5 specialized agents (orchestrator, web surfer, file surfer, coder, ... Read more The post AutoGen Magentic-One Tutorial appeared…
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Agent Tool Use with Anthropic Claude Tutorial
Claude’s tool-use API lets you build agents without any orchestration framework. In 2026 Claude Sonnet 5.5 and Opus 5.5 handle complex multi-step tool-use workflows directly through the Anthropic SDK with ... Read more The post Agent Tool Use with Anthropic Claude Tutorial…