Dante Learn blog

With two images and a few lines of text, we made a 5-second clip of a convenience-store cat manager kickflipping a shopping cart. We built the workflow on ComfyUI Cloud, gave the same scene to Seedance 2.5, MiniMax H3 and Kling 3.0 while measuring credits and time, then connected Claude over MCP to make the video just by asking.

Dante (Quokka Labs)Nov 1, 2026

On October 21, PHP shipped an emergency update fixing two critical vulnerabilities that allow unauthenticated remote code execution. We explain the two holes the security industry calls PHP2Shell with simple analogies, then walk through checking the version, applying a temporary mitigation, and upgrading to 8.4.27 on a local Docker server.

Dante (Quokka Labs)Oct 24, 2026

Once you run two or three agents, you start losing track of who is working and who is waiting on you. We used Herdr, a terminal workspace for agents, to run Claude Code and Codex side by side, split work across git worktrees, and get a review from a different model, building a real dashboard of public GitHub issues along the way.

Dante (Quokka Labs)Oct 24, 2026

We installed pstack, the agent skill set a Cursor engineer uses every day, into Claude Code and used formal verification (TLA+) to find and fix a bug the tests missed. Then we opened the open-source code line by line and matched "this part works like this, so the agent did that" against the real session logs.

Dante (Quokka Labs)Oct 24, 2026

In June, Google released OKF (Open Knowledge Format), a way to organize knowledge as a folder of Markdown files. Some people say "RAG is dead." Is it? We asked the same 18 questions over Google's official example bundles using RAG, OKF, put-everything-in, and a hybrid, and measured correct answers and tokens ourselves.

Dante (Quokka Labs)Oct 24, 2026

DeepSeek V4.1 Flash 1017 is an open-weight model — the model files themselves are public. That is why more than 25 companies sell the same model at very different prices and speeds. Here are the cheapest times and services to use it, plus our own head-to-head against the previous version (browser tasks 206 vs 207, maze 23/23 vs 22/23).

Dante (Quokka Labs)Oct 22, 2026

Beyond the limits of single agents: Introducing the Agentic Workflow where Claude Code and Codex collaborate. A deep dive into sub-agent patterns, context isolation, sequential/parallel execution, and the future of coding.

Dante (Quokka Labs)Feb 15, 2026