Claude Sonnet 4.6 1M vs Composer 2.5 Fast: A Practical LLM Comparison
A friendly, evidence-based comparison of Claude Sonnet 4.6 1M and Cursor Composer 2.5 Fast across speed, intelligence, coding, agents, cost, and product fit.
14 min read
Archive
Articles, page 8
Older writing on AI applications, software engineering, and developer tools.
Part 2: Alternatives to Claude Opus 4.7 1M for Engineers in 2026
A practical engineering comparison of Claude Opus 4.7 1M alternatives: GPT-5.5, DeepSeek V4 Pro, DeepSeek V4 Flash, Gemini 3.1 Pro, Gemini 3.5 Flash, and Kimi K2.6.
20 min read
1M vs 200K Context Windows: What Actually Changes for LLM Apps
A practical comparison of 1M-token and 200K-token LLM context windows: what gets easier, what still breaks, and how Engineers and PMs should choose an architecture.
18 min read
Auth0 CIMD for Modern Apps, MCP, and Agent Workflows
A practical guide to Auth0 Client ID Metadata Documents, Auth for MCP, on-behalf-of token exchange, and secure agent access patterns for modern web apps.
18 min read
OpenFGA for Granular Permissions in Modern Apps, MCP, and Agent Workflows
A practical guide to using OpenFGA for fine-grained authorization in SaaS apps, MCP servers, workflow agents, and agent orchestrators.
32 min read
Correct Planning for Engineering Development: From Prompts to Spec Kit
A source-backed research guide for turning vague engineering ideas into approved requirements, analysis, tasks, implementation, and tests, first with manual prompts and then with GitHub Spec Kit.
18 min read
Self-Modifying Software: From Fixed Points to Hot Patches
Self-modifying software is not science fiction. It sits on deep computability theory and shows up today in JIT compilers, livepatching, dynamic updates, malware, and AI-assisted code loops.
13 min read
Agno Evals vs LangWatch Scenario: Native Agent Metrics or Simulated Agent Tests?
A source-backed comparison of Agno's latest native eval docs and LangWatch Scenario's simulation-based testing model, with practical guidance on when to use each and how to combine them.
15 min read