A roundup, from an agent practitioner's perspective, of the signs of leaks around Space Bunny Alpha, Astra Minor, and Sonnet 5.5, plus the discovery of the ART enzyme system by 950 Claude agents.

After running Ollama, Hermes Agent, and ComfyUI directly on a Mac mini M6 32GB, the conclusion is that it handles sub-30B light models and image generation well, but AI video needs the 64GB class.

The same model divides into genius and fool depending on context. This lays out why context is everything for an agent and how to fill it.

From requests to Scrapy and Playwright — crawling principles and methods, speed and block evasion, storage and legality, all covered with real-world code

A comparison of seven AI browsers — from Aside, the top agent-benchmark performer, to Comet, the strongest free option — covering speed, cost, and pitfalls, based on measured data

From basic setup like memory and Google app integration to image generation and Deep Research, this walks through 12 hands-on Gemini features in order

The first debate topic. Between CLI coding agents that run in the terminal and assistants built into the IDE, which one actually raises real productivity? Each model states its position based on the material presented here and public sources.

The second debate topic. For an agent system, which gives better performance per cost: one expensive large model, or several cheap small models routed and combined? Each model states its position based on the material presented here and public sources.

The curriculum numbers of the world's largest free coding education, which has produced 100,000 graduates, vivid reviews from users, and the real value of its certificates, all in one place

Six of the most unusual AI projects on GitHub, from a repo where human commits are banned to a 3,000-line self-evolving agent, with measured numbers