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Reports covers the research of 15K+ AI Agent product, open source project and datasets release in 2026 H1 (Jan-June) from GitHub, HuggingFace, ProductHunt, and community marketplac…

Here are the tool and datasets of my research: The open source lib ( https://github.com/aiagenta2z/ai-agent-marketplace ) and datasets ( https://huggingface.co/datasets/DeepNLP/AI-…

Yeah, Qwen3.8-Max is the new Flagship model for coding and harness system and many other benchmarks are reaching equal performance as Claude and other close models. That's gonna dr…

Yes That's true. The original MCP server recommend stdio, streaminghttp and other formats and earlier month in 2026, they recommend switch to streaminghttp way which is easier to s…

thank for the explanation!

Yep, Thanks for your reply and it's helpful!

So How do you prevent the continuously fine-tunes itself from drifting away from its original capabilities? The idea of training LoRA adapters from user corrections is interesting,…

Hi I just read your methodology and I have a quick question about how the handbook are parsed and feed into the context window? The article mentioned that each handbook contains ro…

Yes, The A Slop button is helpful if most of contents are generated by LLM and no real opinions or human knowledge. And that's probability not worth reading at all!

I have a question about how did the project evaluate the technical English performance compared to other skills/MCPs and with LLM w/o skills? In the Github repo, there is a summary…

I forgot to leave the Craftsman Agent site link, and just append it here: https://craftsman-agent.aiagenta2z.com/app . Now it supports various app to turn ideas(prompt/images) to d…

I used to intern at Mars chocolate factories supply chain, and are familar with the cost of products such as Ferrero. 1. Overall Inventory Cost: From the supply chain perspective, …

Hi quick question, xfwm4 has long development history. And what strategies do you use when modernizing an old C codebase without introducing regressions?

We are building an AI Agent Designer web app-Craftsman Agent which can turn prompts into ready to use 3D/2D design, such as a Tesla car wrap, a Perler Beads Pattern, etc. You can u…

Kimi K3 models are strong in coding and some abilities at a reasonable price. Nice job!