Blogs

Gemini 3.1 Pro costs $2/M input and $12/M output — same as Gemini 3 Pro but massively more capable. See the full pricing breakdown, Batch API discounts, and how it compares to Claude Opus 4.6.

2026-07-01

OpenClaw not working? Find your symptom in the 30-second triage, then jump straight to the exact fix guide — install, gateway, dashboard, Docker, or channel errors.

2026-06-26

Explore the OpenClaw GitHub repository: folder structure, key files, how to fork, run locally, and contribute your first pull request. Updated 2026.

2026-02-23

Get started with the Gemini 3.1 Pro API in under 10 minutes. Step-by-step guide covering API key setup, Python code examples, thinking level config, and common errors.

2026-02-23

Gemini 3.1 Pro vs Claude Opus 4.6 — benchmark-by-benchmark comparison on reasoning, coding, expert tasks, context window, and price. Find out which model is right for your workflow.

2026-02-23

Gemini 3.1 Pro launched Feb 19 2026 with a 2x reasoning boost over Gemini 3 Pro. Learn what changed, key specs, who it's for, and where to access it.

2026-02-23

Go from zero to first automation in 10 minutes: install, configure one channel, and run a working “chat to tasks” recipe.

2026-02-23

Secure your OpenClaw deployment: threat model, secrets management, network hardening, least privilege, approval gates, and incident response.

2026-02-22

Protect your DeepSeek V4 workflows from prompt injection. Defense patterns for coding assistants.

2026-02-22

Understand DeepSeek V4 data retention policies before integrating. Questions for API users and self-hosting teams.

2026-02-22

A step-by-step Qwen 3.5 API guide: minimal setup, first request examples, common errors, and production safety practices.

2026-02-22

A realistic look at Qwen 3.5 for coding: what it’s good at, where it fails, and a safe workflow to avoid risky code changes.

2026-02-22

Learn practical prompt patterns to get more reliable outputs from Qwen 3.5 for writing, coding tasks, and structured research.

2026-02-22

A workflow-first comparison of Qwen 3.5, GPT-5, and Claude across reasoning, coding reliability, cost, and day-to-day usability.

2026-02-21

Master OpenClaw skills: what they are, official vs community skills, installation process, safety checks, and version management.

2026-02-20

A practical, non-hype guide to Qwen 3.5: what it can do, where it performs well, and the limitations you should know before relying on it.

2026-02-20

Build a Telegram bot with OpenClaw: bot creation, command design, smart routing, session hygiene, and webhook vs polling.

2026-02-19

Fix robotic vocals in MiniMax Music 2.5 with simple lyric formatting rules, syllable control tips, and practical vocal prompt cues.

2026-02-19

Connect OpenClaw to WhatsApp reliably: QR authentication, session persistence, rate limiting, and recovery from connection drops.

2026-02-18

A hands-on review of Claude Sonnet 4.6 — covering benchmark results, Excel plugin, pricing, real-world testing, and how it compares to Opus 4.5. Better, but not a breakthrough.

2026-02-18

A complete guide to all 14 structure tags in MiniMax Music 2.5, including when to use each and ready-to-copy song layouts.

2026-02-18

Macaron’s mini-apps powered by GLM-5: what builds better, what still needs guidance, and 5 to try today.

2026-02-15

Learn how MiniMax Music 2.5 reads lyrics and prompt fields, plus 5 copy-paste templates for pop, lo-fi, rap, cinematic, and brand jingles.

2026-02-15

Install OpenClaw from scratch: step-by-step instructions for all platforms, verification commands, troubleshooting, and clean uninstall procedures.

2026-02-14

GLM-5 vs MiniMax M2.5 launched on the same night (Feb 11, 2026). We break down the Agent and coding race, Anthropic’s Opus 4.6 risk report, Claude Cowork on Windows, and 12 other AI releases worth tracking.

2026-02-14