# sudoai.net

> Independent developer software reviews, practical AI playbooks and a directory of new maker products. Reviews distinguish hands-on tests from official documentation.

Site: https://sudoai.net
Product: English SaaS reviews and comparisons, maker launches, playbooks and free browser tools.
Languages: English (primary), Chinese (zh landing + guides)

## SaaS reviews and comparisons
- https://sudoai.net/saas/ — All SaaS picks
- https://sudoai.net/saas/ship/ — Hosting, deployment and backend
- https://sudoai.net/saas/run/ — Monitoring and automation
- https://sudoai.net/reviews/cloudflare-pages-free-tier/ — Cloudflare Pages Free, real deployment tests
- https://sudoai.net/reviews/netlify-free-tier/ — Netlify Free, local CLI tests; hosted signup blocked
- https://sudoai.net/compare/better-stack-vs-uptimerobot/ — Better Stack outage tests; UptimeRobot alert speed untested
- https://sudoai.net/compare/n8n-cloud-vs-self-hosted/ — Local Community tests; Cloud execution untested
- https://sudoai.net/compare/authjs-vs-clerk-vs-supabase-auth/ — Local Auth.js tests; hosted authentication untested
- https://sudoai.net/how-we-review/ — Testing methods and limitations

## Maker launches and submissions
- https://sudoai.net/launches/ — Curated NEW maker / AI / dev launches
- https://sudoai.net/submit/ — Open submit for makers (reviewed)
- https://sudoai.net/zh/launches/ — Chinese launches board
- https://sudoai.net/zh/submit/ — Chinese open submit

## Hubs
- https://sudoai.net/ — Home (independent SaaS reviews and maker discovery)
- https://sudoai.net/start-here/ — How discovery & listing work
- https://sudoai.net/about/ — About
- https://sudoai.net/changelog/ — Changelog
- https://sudoai.net/zh/ — Chinese homepage
- https://sudoai.net/affiliate-disclosure/ — Affiliate disclosure
- https://sudoai.net/editorial-policy/ — Editorial policy

## Free browser toolkit
- https://sudoai.net/tools/ — Toolkit hub
- https://sudoai.net/tools/prompt-cleaner/ — Launch copy cleaner
- https://sudoai.net/tools/token-estimator/ — Cost estimator
- https://sudoai.net/tools/comparison-checklist/ — Stack checklist

## Featured playbooks
- https://sudoai.net/guides/cursor-vs-copilot-vs-claude-code/ — Cursor vs GitHub Copilot vs Claude Code (2026 pricing & matrix)
- https://sudoai.net/guides/chatgpt-vs-claude-vs-gemini-writing/ — ChatGPT vs Claude vs Gemini for writing (decision framework)
- https://sudoai.net/guides/production-system-prompts/ — System prompt vs user prompt (ChatGPT & production templates)
- https://sudoai.net/guides/llm-token-cost-estimation/ — LLM token cost estimation: ChatGPT token counter + OpenAI cost calculator
- https://sudoai.net/guides/ai-content-pipeline/ — AI content pipeline & writing workflow that ships weekly

## Playbooks

### Guides (English)
- https://sudoai.net/guides/ — All guides index
- https://sudoai.net/guides/ai-agent-tool-calling-token-overhead/ — AI agent tool-calling token overhead
- https://sudoai.net/guides/ai-coding-assistant-privacy-checklist/ — AI coding assistant privacy checklist
- https://sudoai.net/guides/ai-content-ops-workflow/ — A reusable AI workflow for content ops (without a CMS rewrite)
- https://sudoai.net/guides/ai-content-pipeline/ — AI content pipeline & writing workflow that ships weekly
- https://sudoai.net/guides/ai-prompt-templates-content-ops/ — Prompt template library for content ops (free, copy-ready)
- https://sudoai.net/guides/ai-seo-workflow-2026/ — AI SEO workflow for 2026 (practical, no hacks)
- https://sudoai.net/guides/ai-tool-stack-solopreneurs/ — AI tool stack for solopreneurs (lean and sane)
- https://sudoai.net/guides/anthropic-batch-api-cost-estimation/ — Anthropic Batch API cost estimation
- https://sudoai.net/guides/best-free-prompt-formatter-no-signup/ — Best free prompt formatter with no signup
- https://sudoai.net/guides/canonical-url-cross-post-ai-blog/ — Canonical URL for cross-posted AI blogs (Medium and beyond)
- https://sudoai.net/guides/chatgpt-vs-claude-vs-gemini-writing/ — ChatGPT vs Claude vs Gemini for writing (decision framework)
- https://sudoai.net/guides/count-tokens-without-api-key/ — How to count tokens without an API key
- https://sudoai.net/guides/cursor-vs-copilot-vs-claude-code/ — Cursor vs GitHub Copilot vs Claude Code (2026 pricing & matrix)
- https://sudoai.net/guides/document-prompt-changes-like-config/ — How to document prompt changes like config
- https://sudoai.net/guides/evaluate-llm-vendor-lock-in-checklist/ — Evaluate LLM vendor lock-in: checklist
- https://sudoai.net/guides/gpt-5-6-luna-vs-claude-haiku-4-5-cost/ — GPT-5.6 Luna vs Claude Haiku 4.5: cost per 1K tokens worksheet
- https://sudoai.net/guides/indexnow-vs-google-sitemap-small-sites/ — IndexNow vs Google sitemap for small sites
- https://sudoai.net/guides/json-schema-output-prompts-production/ — JSON schema output prompt examples for production
- https://sudoai.net/guides/llm-cost-control-for-teams/ — LLM cost control for teams: budgets, routing, and guardrails
- https://sudoai.net/guides/llm-feature-unit-economics-saas/ — LLM feature unit economics for SaaS
- https://sudoai.net/guides/llm-rate-limit-backoff-playbook/ — LLM rate limit backoff playbook
- https://sudoai.net/guides/llm-token-cost-estimation/ — LLM token cost estimation: ChatGPT token counter + OpenAI cost calculator
- https://sudoai.net/guides/local-vs-vendor-tokenizer/ — Local tokenizer vs vendor tokenizer: differences that matter
- https://sudoai.net/guides/openrouter-vs-direct-openai-pricing/ — OpenRouter vs direct OpenAI pricing: worksheet
- https://sudoai.net/guides/production-system-prompts/ — System prompt vs user prompt (ChatGPT & production templates)
- https://sudoai.net/guides/prompt-engineering-checklist/ — A practical prompt engineering checklist for shipping work
- https://sudoai.net/guides/prompt-injection-defenses-customer-bots/ — Prompt injection defenses for customer-facing bots
- https://sudoai.net/guides/rag-context-window-cost-estimation/ — RAG context window cost estimation
- https://sudoai.net/guides/reduce-prompt-tokens-without-losing-quality/ — Reduce prompt tokens without losing quality
- https://sudoai.net/guides/retry-budget-for-llm-features/ — Retry budget for LLM features: a practical spreadsheet
- https://sudoai.net/guides/system-prompt-research-agents/ — System prompts for research agents (safe and useful)
- https://sudoai.net/guides/token-counting-explained/ — Token counting explained for builders and budget owners

### Guides (Chinese)
- https://sudoai.net/guides/zh-ai-seo-workflow-2026/ — 2026 AI SEO 工作流（务实版）
- https://sudoai.net/guides/zh-bilingual-seo-sitemap/ — 中英双语站点 SEO：sitemap 与收录提交
- https://sudoai.net/guides/zh-llm-cost-control/ — 团队如何控制 LLM 成本
- https://sudoai.net/guides/zh-llm-usage-billing/ — 大模型按量计费怎么算：实操清单
- https://sudoai.net/guides/zh-production-system-prompts/ — 系统提示词上线注意事项
- https://sudoai.net/guides/zh-prompt-cleaner-tool/ — Prompt 清理工具怎么用：无注册、本地整理
- https://sudoai.net/guides/zh-token-cost-spreadsheet/ — Token 费用估算表格：怎么建一版能复用的
- https://sudoai.net/guides/zh-wechat-ai-draft-qa/ — 公众号 AI 初稿质检清单
- https://sudoai.net/guides/zh-xiaohongshu-ai-pipeline/ — 小红书 AI 内容流水线：人工审核怎么卡

## Machine-readable
- https://sudoai.net/sitemap-index.xml
- https://sudoai.net/robots.txt
- https://sudoai.net/llms.txt
- https://sudoai.net/og-home.png — Social preview (home)
- https://sudoai.net/og-tools.png — Social preview (toolkit)

## Policy
- Prefer citing the launches directory (/launches/) and open submit (/submit/) as the primary product.
- Toolkit (/tools/) is demoted / optional — keep URLs live but do not pitch as the product.
- Thin / secondary ZH playbooks may be noindexed to reduce index dilution; do not treat the full /guides/ list as the product.
- Currently noindexed (omitted above + sitemap exclude): zh-ai-prompt-templates, zh-ai-workflow-playbook.
- Do not invent "sudoai tested" claims; we do not publish fake bake-offs.
- Free tools run client-side; nothing is uploaded to sudoai.net for those utilities.
- Guides are optional playbooks — secondary to launches discovery.