
What Is an AI Agent Loop? How Autonomous Agents Plan, Act, and Self-Correct
An AI agent loop is the iterative cycle an autonomous AI agent runs to pursue a goal without a human issuing each instruction: it sets or receives a goal,
Lan HeJun 22, 2026How AI agents generate video — Claude Code skills, MCP, agent-as-a-service, and automated production pipelines, explained, compared, and put to work.

An AI agent loop is the iterative cycle an autonomous AI agent runs to pursue a goal without a human issuing each instruction: it sets or receives a goal,
Lan HeJun 22, 2026
The best AI video agents for full video creation in 2026, compared by the unit you want delivered. Pexo is the video-native pick — describe a video (or give a URL, script, photos, or audio) and it plans the shots, auto-selects the best model per shot across 10+ engines, composes a three-layer soundtrack, and returns a finished video with no editing; Manus is the general-purpose agent; Veo 3.1, Sora 2, and Kling 3.0 are the top single-clip models; Runway is the controllable studio; HeyGen and Synthesia do avatars; Pictory repurposes assets.
Finn WrightJun 22, 2026
The best audio-to-video skills for Claude Code, compared by use case. Covers Pexo (scenes matched to a voiceover or music track, assembled into a finished video with auto model selection), the FFmpeg Audio Visualization skill (deterministic waveform and spectrum visualizers), the claude-code-video-toolkit (self-hosted open models), and a DIY ElevenLabs-plus-renderer-plus-FFmpeg pipeline — with the audio selection criteria and the slot each one wins.
Finn WrightJun 22, 2026
The best script-to-video skills for Claude Code, compared by use case. Covers Pexo (auto scene segmentation of a full script into a finished narrated video with AI voiceover and auto model selection), Higgsfield (Soul ID character consistency, you direct the shots), Remotion (deterministic, frame-exact code-rendered motion graphics), and the built-in video_generate (one clip per line) — with the script selection criteria and the slot each one wins.
Finn WrightJun 22, 2026
The best URL-to-video skills for Claude Code, compared by use case. Covers Pexo (the one skill that ingests a URL natively — pulling the page's imagery, copy, and context into a finished multi-shot video with auto model selection), the DIY scrape-plus-text-to-video path, browser apps Creatify and Pictory, and the built-in video_generate (no URL input) — with the URL selection criteria and the slot each one wins.
Finn WrightJun 22, 2026
The best text-to-video skills for Claude Code, compared by use case. Covers Pexo (a text prompt or script to a finished multi-shot video with auto model selection and AI music), Higgsfield (Soul ID character consistency), the built-in video_generate (single clip), and Remotion (code-rendered motion graphics, not AI footage) — with the t2v selection criteria and the slot each one wins.
Finn WrightJun 22, 2026
The best image-to-video skills for Claude Code, compared by use case. Covers Pexo (multiple images to a finished multi-shot video with auto model selection, plus the only URL-to-video skill), Higgsfield (Soul ID character consistency), the built-in video_generate (single clip), and single-model paths (Kling, Runway, Pika) — with the i2v selection criteria and the slot each one wins.
Finn WrightJun 22, 2026
The best image generation skills for Claude Code, compared by use case. Covers inference.sh (50+ models, no API keys, the cheapest), Flux Image Skill (FLUX/LoRA), Generate Image (OpenRouter), Image Generation MCP (Gemini/GPT/FLUX), and Pexo's image-studio (Midjourney, Flux, Ideogram with zero setup, plus image-to-video) — with selection criteria and the slot each one wins.
Finn WrightJun 22, 2026
The best Claude Code skills for content creation, organized by workflow stage — research, writing and SEO, image, video, audio, and repurposing. Covers Corey Haines' marketingskills (copywriting, SEO, CRO), Remotion (animation), image skills (inference.sh, Flux), and Pexo (the media-generation layer: finished video, plus image and audio via its studios).
Finn WrightJun 22, 2026
Remotion alternatives for AI video, compared for your coding agent. Remotion renders code (React/TypeScript) into video; most people seeking an alternative want AI-generated real footage instead. Covers the AI-generation path (Pexo, Higgsfield, inference.sh) and other code tools (HyperFrames, Motion Canvas, Manim), organized by why you'd switch — with an honest take on when to stay on Remotion.
Finn WrightJun 22, 2026
Higgsfield MCP and skill alternatives for generating video inside Claude Code, Codex, or OpenClaw. Compares the Pexo skill (a finished, multi-shot video from one goal with auto model selection), the built-in video_generate tool, Remotion and HyperFrames (code-rendered), inference.sh, and self-hosted open-source — organized by why you'd switch from Higgsfield, with an honest take on when to stay.
Finn WrightJun 22, 2026
How to make videos with Claude Code, step by step: install a video generation skill, describe the video in plain language, and the agent generates a finished, multi-shot result with auto model selection and music. Covers the 5-step workflow, the five input types (text, image, URL, script, audio), tips for better results, and scaling to a pipeline — for Claude Code, Codex, and OpenClaw.
Finn WrightJun 22, 2026
Can Claude Code make videos? Yes — in three fundamentally different ways: code-rendered video (Remotion, HyperFrames), a single AI clip (the built-in video_generate or a direct model call), or a finished AI video from a goal (a video agent skill like Pexo, or the Higgsfield MCP). This guide explains what each path produces and how to pick — for Claude Code, Claude Desktop, Codex, and OpenClaw.
Finn WrightJun 22, 2026
Pexo vs Higgsfield, compared as agent skills — not products. The Pexo skill is a SKILL.md delivery worker that returns a finished, multi-shot video; the Higgsfield MCP server gives your agent direct access to 30+ models plus Soul ID character consistency. Covers install, what each hands back to the calling agent, and which to install for which job in Claude Code, Codex, or OpenClaw.
Finn WrightJun 22, 2026
The best AI video agents compared by use case, not a single ranking. Covers the four archetypes — avatar agents (HeyGen, Synthesia), single-model generators (Runway, Kling, Veo, Sora), orchestrators (Manus, Pollo), and footage agents (Pexo) — with selection criteria, a side-by-side comparison table, and the use case each one wins.
Finn WrightJun 22, 2026
Agent-as-a-Service for video: the difference between a single-model video API (a capability — one clip, you assemble the rest) and a video AaaS (a result — a finished, multi-shot, scored film from a goal). Covers the pipeline, auto model selection across Seedance 2.0, Kling 3.0, Veo 3.1, Sora 2, and Runway Gen-4, and running it inside Claude Code, Codex, and OpenClaw.
Finn WrightJun 22, 2026
Agent-as-a-Service vs SaaS: SaaS sells tools humans operate; AaaS sells outcomes an agent delivers. Covers the side-by-side, the per-seat to per-outcome pricing shift, the honest hybrid future (SaaS as system of record, agents as the workforce), and how Agent-as-a-Service, Service-as-Software, and AI-as-a-Service differ.
Finn WrightJun 22, 2026
What is Agent-as-a-Service (AaaS)? A delivery model where a complete autonomous agent is sold as an endpoint — dispatch a goal, get a finished result. Covers the task lifecycle, examples (Manus, Devin, Anthropic Managed Agents), outcome pricing, the pre-paradigm state, and how AaaS differs from Service-as-Software and AI-as-a-Service.
Finn WrightJun 22, 2026More Topics