Latest Posts
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Best Video Model for Codex in 2026: Seedance 2.0 vs Kling 3.0 vs Seedance 2 Fast
Which video model should Codex teams actually start with? Compare Seedance 2.0, Kling 3.0, and Seedance 2 Fast by product demos, motion quality, iteration speed, and real workflow fit.
ai · en-US -
Claude Code Shortcuts and Tips Every Developer Should Know
The keyboard shortcuts, slash commands, and workflow patterns that power users use to get 2-3x more from every Claude Code session.
news · en-US -
What AI Agents Still Can't Do in 2026 (And How to Work Around It)
The real limitations of AI agents in 2026: persistent memory, reliable actions, causal reasoning, ambiguity handling — and practical workarounds.
news · en-US -
DeepSeek V4 Research Papers: What Three Architecture Documents Actually Say
Three DeepSeek V4 papers published Dec 2025–Jan 2026 reveal the Engram memory system, 1T-param MoE architecture, and Huawei Ascend training stack. Full breakdown here.
news · en-US -
GPT-5.5 API Is Now Available: Pricing, Rate Limits, and Quick Start
GPT-5.5 is now live in the OpenAI API. Here's the actual pricing ($5/$30 per MTok), rate limits by tier, what changed from GPT-4o, and how to make your first call.
news · en-US -
DeepSeek V4 Is Now Live: Weights, Benchmarks, and First Impressions
DeepSeek V4 full weights are now on HuggingFace under Apache 2.0. Here's what early benchmarks show, how Engram performs in the wild, and how to start using V4 today.
news · en-US -
HTML vs Markdown for AI Agents: Why Anthropic Claude Code Team Made the Switch
Why Anthropic Claude Code team switched from Markdown to HTML. 8 capabilities, 5 use cases, how to publish AI agent output.
ai · en-US -
DeepSeek V4 Engram Memory Explained: How It Works & Why It Matters (2026)
DeepSeek V4's Engram memory system explained for developers. Learn how it improves long-context retrieval, why it matters for coding agents and RAG workflows, and what to verify in real-world use.
blog · en-US -
Predictive vs Generative vs Agentic AI: What's the Difference? (2026 Guide)
Predictive AI forecasts, generative AI creates, and agentic AI acts. Learn the differences, see real examples, compare use cases, and understand where AnyCap fits in modern AI workflows.
blog · en-US -
One CLI, Five Capabilities: Why Bundled Agent Runtimes Win
One CLI, one credential, five capabilities: image generation, video, web search, cloud storage, and publishing. How a bundled capability runtime eliminates the configuration tax for AI coding agents.
ai · en-US -
Best AI Video Models for Cursor in 2026: Seedance 2.0 vs Veo 3.1 vs Kling 3.0
Which AI video model should Cursor use? Compare Seedance 2.0, Veo 3.1, Kling 3.0, and Sora 2 Pro for in-IDE video generation — with a decision matrix for every Cursor workflow.
ai · en-US -
Best AI Video Models for Coding Agents in 2026: Veo 3.1 vs Seedance 2.0 vs Kling 3.0 vs Sora 2 Pro
Which AI video model should your coding agent use? Compare Veo 3.1, Seedance 2.0, Kling 3.0, and Sora 2 Pro by output quality, speed, image-to-video performance, and agent workflow fit.
ai · en-US -
Best AI Video Models for Claude Code in 2026: Seedance 2.0 vs Veo 3.1 vs Kling 3.0
Which AI video model should Claude Code use? Compare Seedance 2.0, Veo 3.1, Kling 3.0, and Sora 2 Pro by output quality, speed, and how each fits Claude Code's subagent parallelism.
ai · en-US -
How to Use Seedance 2 Fast in Codex for Rapid Video Iteration
Seedance 2 Fast is the speed-first model for Codex video iteration. Here's when to use it over Seedance 2, and the exact workflow for testing multiple prompt directions in a single Codex session.
blog · en-US -
How to Generate Game Trailers and Cinematic Video with Codex
Codex can generate cinematic game trailers, character showcases, and promotional video from code — using Kling 3 through AnyCap. Here's the exact workflow for indie and studio game developers.
blog · en-US -
How to Use Kling 3 in Codex for Cinematic Video Output
Kling 3 gives Codex longer clips, realistic motion, and native audio in one command. Here's when to choose it over Veo 3.1 or Seedance 2, and the exact workflow for cinematic video inside Codex.
blog · en-US -
How to Auto-Generate Product Videos for E-Commerce with Codex
Codex can read your product catalog and batch-generate short product videos at scale using AnyCap and Seedance 2. Here's the exact pipeline — from CSV to published video — without manual production work.
blog · en-US -
Claude Opus 4.8 + AnyCap: 7 Workflow Patterns for Media-Heavy Agent Tasks (2026)
Claude Opus 4.8 is Anthropic's strongest reasoning agent. Pair it with AnyCap and the same terminal session generates images, video, and music. 7 proven workflow patterns, setup guide, and real CLI examples.
ai · en-US -
AI Agent Workflow Automation: Give Your Coding Agent Real-World Capabilities
Your coding agent can write code, but can it search the web, generate images, store files, and publish pages? Here's how to give it the capabilities it needs for end-to-end workflow automation.
ai · en-US -
Why Publishing Is the Last Missing Step in Claude Code Workflows
Learn why publishing is still the last missing step in many Claude Code workflows and how a stronger capability layer helps agents finish the job end to end.
ai · en-US