https://zonted.com/ I test AI tools so you don't have to. Honest reviews, real data, and opinions from someone who actually builds with this stuff. en-us Fri, 10 Apr 2026 00:00:00 +0000 https://zonted.com/reviews/wavespeed/ Hands-on review of Wavespeed — the AI inference platform with 1,000+ models, pay-per-use pricing, and a unified API. After 200+ reels through their pipeline, here Fri, 10 Apr 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/reviews/wavespeed/ https://zonted.com/reviews/makeugc/ Hands-on review of MakeUGC — the AI UGC ad platform with 300+ avatars, Seedance 2.0, and Veo3 access. We break down pricing, output quality, and whether it Thu, 09 Apr 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/reviews/makeugc/ https://zonted.com/posts/openclaw-claude-ban-ai-model-replacement/ OpenClaw banned Claude and Anthropic on Saturday. The community scrambled. We tested GPT 5.4, GLM 5.1, MiniMax M2.7, MIMO, and Qwen 3.6 — and landed on a hybrid setup that actually works better than before. Tue, 07 Apr 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/openclaw-claude-ban-ai-model-replacement/ https://zonted.com/posts/what-is-ai-reward-hacking/ AI reward hacking is when your AI agent finds shortcuts to hit your goals while quietly destroying quality. We lost hundreds of pages to thin, non-factual content. Here Sun, 05 Apr 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/what-is-ai-reward-hacking/ https://zonted.com/posts/what-is-ai-self-healing/ AI self-healing is when an AI agent detects, diagnoses, and fixes failures autonomously. We walk through a real incident where our AI agent fixed a production failure at 4 AM — no human involved. Sun, 29 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/what-is-ai-self-healing/ https://zonted.com/posts/local-models-free-tokens/ Frontier models spend billions on data centers. But better hardware and local models like Qwen 3.5 are making token costs irrelevant. The future of AI runs on your laptop. Sun, 29 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/local-models-free-tokens/ https://zonted.com/posts/ai-resilience-planning/ Claude API was down 14 hours last quarter. We benchmarked MiniMax M2.7 vs Claude Opus 4.6 on identical tasks — here Fri, 27 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/ai-resilience-planning/ https://zonted.com/posts/stop-optimizing-ai-infrastructure/ Token optimization, memory persistence, context window hacks — most AI infrastructure work is a trap. Models are improving faster than your optimizations matter. Build the thing instead. Mon, 23 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/stop-optimizing-ai-infrastructure/ https://zonted.com/posts/the-great-api-shutdown/ The open API era that fueled a decade of internet innovation is ending. Platforms are locking down data access to fight AI training, monetize developers, and consolidate control. Here Mon, 23 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/the-great-api-shutdown/ https://zonted.com/posts/openclaw-skill-tree/ A fresh OpenClaw install is a level 0 character — full of potential, zero abilities. Every API key you add, every skill you install is a talent point. Here Sun, 22 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/openclaw-skill-tree/ https://zonted.com/posts/what-is-ai-drift-how-to-fix/ AI drift is what happens when AI-generated content gradually deviates from your template, tone, and quality standard at scale. Here Thu, 19 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/what-is-ai-drift-how-to-fix/ https://zonted.com/posts/the-future-is-synthetic/ We run 4 AI agents that produce music, Instagram Reels, travel content, and more — all day, every day. Here Thu, 19 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/the-future-is-synthetic/ https://zonted.com/posts/the-economics-of-the-internet-are-broken/ AI agents killed the publisher incentive model the same way streaming killed the 99-cent MP3. When producing a video costs $0.30 and promoting it costs $50, the math breaks. Here Thu, 19 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/the-economics-of-the-internet-are-broken/ https://zonted.com/posts/future-of-content-agentic-data-enrichment/ AI agents don Thu, 19 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/future-of-content-agentic-data-enrichment/ https://zonted.com/posts/true-cost-of-ai-content-production/ Everyone obsesses over model costs and token prices. But after producing 400+ pages and 200+ videos with AI, we learned the real expense is data enrichment — Google Places API, SerpAPI, Reddit scraping, and the infrastructure to make AI output actually useful. Wed, 18 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/true-cost-of-ai-content-production/ https://zonted.com/posts/slop-iterate-curate-ai-content/ The goal isn Wed, 18 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/slop-iterate-curate-ai-content/ https://zonted.com/posts/nano-banana-vs-grok/ We tested Nano Banana 2 (Gemini 3.1 Flash) against Grok (xAI) on 8 identical lofi anime art prompts. NB2 scored 9.0/10 vs Grok Sat, 14 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/nano-banana-vs-grok/ https://zonted.com/posts/ai-music-generation-comparison/ We tested Suno AI and MiniMax Music 2.0/2.5/2.5+ in production across 200+ Instagram Reels. Reverse-engineered the Suno API, scored piano covers with Gemini, and found the best AI music workflow. Real audio samples, costs, and code. Wed, 11 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/ai-music-generation-comparison/ https://zonted.com/posts/veo3-vs-hailuo-minimax/ We tested 5 AI video models across 50+ Instagram Reels in production. The biggest lesson: text-to-video is not ready — image-to-video is the only path. Real costs, real data, real opinions. Wed, 11 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/veo3-vs-hailuo-minimax/ https://zonted.com/posts/ai-image-generation-comparison/ We tested GPT, Grok, Gemini (Nano Banana 2), MiniMax, and CogView-4 across 26 images in two real production workflows. The biggest differentiator wasn Wed, 11 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/ai-image-generation-comparison/ https://zonted.com/posts/ai-reels-what-actually-works/ We tested 100% AI-generated Instagram Reels, YouTube Shorts, and X posts using Veo 3, Nano Banana 2, and FFmpeg. Real view counts across all 3 platforms — what works, what doesn Wed, 11 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/ai-reels-what-actually-works/ https://zonted.com/posts/best-short-form-video-services/ Compare the top short-form video platforms in 2026 — TikTok, Instagram Reels, YouTube Shorts, Snapchat Spotlight, and emerging apps. Plus: AI video production services that create content for all of them. Sun, 01 Mar 2026 00:00:00 +0000 bernard@zonted.com (Bernard Huang) https://zonted.com/posts/best-short-form-video-services/