On the morning of the 4th, she wanted a little town map where she could roll dice. By the afternoon, the first version was already live: a 20-tile board, math problems generated on the fly, thirty outfits, a cat, and a room. The code was written by DeepSeek, the art came from a local image-generation service, and the first version cost 12.87 yuan in total.

Right after National Day my feed was flooded with two open source projects: one rewrote Photoshop from scratch in pure Rust, the other lets an AI Agent read the binaries of any piece of software. Looked at calmly, neither is as all-powerful as the self-media make them out to be — but they do force you to rethink one thing: where does the software industry go next. My take: toward compliant SaaS, toward vertical niches, toward the long tail. And as for "anyone can build their own software" — I don't buy it. Every household has a kitchen, and restaurants still stay open.

TypeSafe's Jev has been hyped across China these past few days as a "new AGI species." But it's just a classifier: you give it 【options + a natural-language description】, it gives you 【a decision】. It doesn't generate options, and it doesn't generate explanations. Fast? Genuinely fast. And its weak spots are just as real. The tech isn't new — whether it becomes a product still comes down to the people.

DeepSeek Harness got a lot of people excited, but I used it once and didn't keep going; Qwen3.8 27B's capabilities have taken off, but I haven't deployed it locally either. Weighing the urge for new things against the need for stability, OpenCode + Paseo + OpenViking is already smooth enough. Anything new that doesn't offer real, controllable, reliable help is just noise.

Installed a new tool today called cc-connect. It maps your local Claude Code to a Feishu bot, hooks it into a chat app, and lets you remote-control your coding directly from Feishu.

The new version of TRAE SOLO supports remote control from your phone, so you can have your home computer write code even when you're out and about — but compared with TRAE IDE, it still falls short on things like rule inheritance and skill installation.

Instead of bolting on retrieval, MSA embeds memory directly into the attention mechanism itself. That gives you end-to-end long-term memory and breaks past the accuracy ceiling of traditional RAG and the compute-cost bottleneck of the context window.

Playwright is a well-packaged high-level tool, while CDP is the browser's low-level "machine language". For scenarios where OpenClaw directly drives the host machine's browser main Profile, connecting to port 9222 via the CDP (DevTools MCP) protocol is the best choice

Harness Engineering = building an "office" for the Agent instead of continuing to polish the "email wording." From "writing better prompts" to "building the environment," so the agent can run stably and reliably in real production environments

Hermes Agent is a white-box meta AI Agent developed by Nous Research, MIT licensed. Core positioning difference: OpenClaw = a local-first Agent orchestration framework, Hermes = a self-evolving personal operator