Topic collection

Guide

Our latest source-backed explainers, tutorials, and analysis about Guide.

3 entries Newest first
New Sep 14, 2026 9 min read

Open Source vs Open Weight LLMs: A Practical Licensing and Integration Guide

Open source and open weight describe access positions, not automatic permission to use, modify, or redistribute an LLM. This evidence-first guide shows developers how to inventory artifacts, evaluate commercial and redistribution terms, control deployments, and document approval without treating blog labels as legal proof.

Guide
New Sep 10, 2026 10 min read

Anthropic Opus 5 Prompting Strategies: A Developer's Guide for Long-Running Coding Agents

Anthropic announced Claude Opus 5 on July 24, 2026 and describes it as an improvement for long-running agents, coding, and professional work. This guide explains how to structure system prompts, user state, assistant responses, tool contracts, recovery loops, context checkpoints, evaluations, and cautious model migration without inventing unsupported model specifications.

Guide
Jul 27, 2026 7 min read

Claude Opus 5 Integration Guide: Building Autonomous Agents with the New Opus Tier

Anthropic announced Claude Opus 5 on July 24, 2026, describing it as a step-change improvement for the Opus tier focused on long-running agents, coding, and professional work. This guide outlines what is known from the official announcement, documents the significant gaps in publicly available technical details, and provides a verification framework for developers preparing to adopt Opus 5 for autonomous workflows. All capability claims are attributed to Anthropic's marketing description and require validation against the full announcement article and API documentation.

Guide