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Practical notes on AI models, API costs, and production workflows.

Model updates, integration guides, pricing breakdowns, and tool workflows for developers and teams.

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OpenAI-Compatible API Base URL Explained: How to Configure Any AI Tool
June 4, 2026360 viewsEnglishTutorial

OpenAI-Compatible API Base URL Explained: How to Configure Any AI Tool

Learn what an OpenAI-compatible API Base URL is, how to configure it in Python, Node.js, curl, Cursor, LiteLLM, FastGPT, Codex-style tools, and how to avoid common mistakes like missing /v1 or using the wrong endpoint.

Background Coding Agents Without Lock-In: Recreating the Cursor Pattern with Git Worktrees
June 4, 2026307 viewsEnglishAI Coding

Background Coding Agents Without Lock-In: Recreating the Cursor Pattern with Git Worktrees

Cursor background agents are useful because they move long-running AI coding work out of your local single-branch loop. This guide rebuilds the same workflow pattern with plain git worktrees, task packets, trace logs, and Crazyrouter model routing.

Claude Code Skills vs Subagents vs Dynamic Workflows: Which One Should You Use?
June 3, 2026196 viewsEnglishAI Coding

Claude Code Skills vs Subagents vs Dynamic Workflows: Which One Should You Use?

Claude Code, Codex, Cursor, and modern AI coding tools now expose multiple workflow primitives: skills, subagents, background agents, and dynamic workflows. This guide explains when to use each, with a small selector tool and Crazyrouter model-routing examples.

Same Agent Workflow, Three Model Routes: A Real Crazyrouter Benchmark
June 3, 2026129 viewsEnglishAI Coding

Same Agent Workflow, Three Model Routes: A Real Crazyrouter Benchmark

We ran the same four-step AI coding workflow through three routing policies: all Claude Opus 4.7, all Claude Opus 4.8, and a mixed 4.7/4.8 route. The result shows why dynamic workflows need model routing and trace logs, not vibes.

Claude Code Dynamic Workflows, Rebuilt: A Practical Ultracode-Style Orchestration Template
June 3, 2026161 viewsEnglishAI Coding

Claude Code Dynamic Workflows, Rebuilt: A Practical Ultracode-Style Orchestration Template

Dynamic workflows in Claude Code are trending because they turn one prompt into orchestration, subagents, and verification gates. We rebuilt the useful pattern as a reproducible local workflow with model routing through Crazyrouter.

"Claude Plans, Codex Reviews: Rebuilding the Viral Two-Agent Coding Workflow with Crazyrouter"
June 3, 2026120 viewsEnglishAI Coding

"Claude Plans, Codex Reviews: Rebuilding the Viral Two-Agent Coding Workflow with Crazyrouter"

"Twitter is full of Codex-in-Claude-Code workflows. We rebuilt the useful part: one agent plans or implements, a second agent reviews adversarially, and the whole process becomes reproducible packets instead of copy-paste chaos."

Claude Opus 4.6 vs 4.7 vs 4.8: 12 Real API Tests Through Crazyrouter
June 3, 2026114 viewsEnglishClaude

Claude Opus 4.6 vs 4.7 vs 4.8: 12 Real API Tests Through Crazyrouter

We ran live Crazyrouter API tests on Claude Opus 4.6, 4.7, and 4.8 across reasoning, SQL, long-context extraction, strict JSON, API review, and Chinese support tasks.

Ideogram AI Guide 2026: Product Mockups, Text Rendering, and API Automation
June 2, 2026141 viewsEnglishGuide

Ideogram AI Guide 2026: Product Mockups, Text Rendering, and API Automation

A developer-focused ideogram ai guide article with comparisons, code examples, pricing tradeoffs, FAQ, and a Crazyrouter workflow for production teams.