236 articles
· 12 read
You can add captions to a video automatically in two ways — an AI caption tool or a platform's built-in feature. This 2026 guide shows you how to caption TikTok, Reels, Shorts and LinkedIn, fix the timing, and lift watch time by up to 40%.
· 13 read
You can add b-roll to your videos automatically with AI in two ways — auto-insert matching stock clips from your transcript, or generate a brand-new shot from a prompt. This 2026 guide compares 11 tools, the real pricing, the free-plan traps, and when to skip AI b-roll.
· 10 read
GPT-5.6 Sol Ultra just hit Codex in closed preview. How its cooperating subagents work, why the 91.9% Terminal-Bench claim isn't verified, what r/codex developers are reporting, and the token math that decides whether Ultra is worth its cost.
· 11 read
Cursor Rules, CLAUDE.md, and AGENTS.md are three names for one job: steering an AI coding tool. But they're not interchangeable, and each tool reads a different file. We ran a single config through Cursor and Claude Code and recorded exactly what each one loaded.
· 11 read
The GLM 5.2 Coding Plan runs three tiers — Lite $18, Pro $72, Max $160 — with weekly prompt quotas instead of token bills. We ran Pro inside Claude Code for 3 weeks on client repos. Here are the real limits, the throttle behavior, and whether it beats your Claude spend.
· 11 read
One long video is already a month of shorts if you clip it right. Here's the repeatable AI workflow, honest tool picks by creator type, and the real 2026 cost-per-clip math nobody else shows you.
· 11 read
A neutral, hands-on guide to turning one podcast episode into a batch of platform-ready clips — the 5-step AI workflow, 8 tools compared with 2026 pricing, and the clip lengths that grow your show.
· 14 read
Paying for ChatGPT and Claude but still hand-editing every draft? We ran the same campaign brief through 8 marketing-native alternatives and rated brand voice, editing effort, and SEO fit. Here's the ranked breakdown.
· 14 read
We run our own marketing pipeline on Claude Opus 4.8, so we put it head-to-head with GPT-5.5 on five real marketing prompts and scored every output 1-10. Here's who wins each job, what each costs in July 2026, and the one binary decider that ends the argument for solo creators.
· 10 read
A hands-on, independent look at the Newscatcher CatchAll API: how recall-first web search works, real Python and JSON output, the attributed benchmarks, honest limits, and 7 alternatives worth knowing.
· 11 read
Anthropic launched Claude Sonnet 5 on June 30, 2026 at $2/M input tokens, with performance it says is close to Opus 4.8. Here's the verified pricing, a reproducible cost-per-task model, and when it's actually worth switching.
· 12 read
A hands-on Confident AI review after a week of testing. We wired it to DeepEval, scored production traces against 50+ metrics, and weighed the pricing, workflows, and honest limitations.
