Posts
Cross-domain thinking, capturing understanding in the moment.
- From Prompt to Memory: What's Changing, What's NotPrompt Engineering, Context Engineering, OpenClaw, Hermes, Memory Engineering — five layers of scaffolding. None achieved their purpose.
- Coze Is Killing Every PlatformThe death of attention, the dissolution of intermediaries, the shadow war for data. Three lines are converging — and Coze 2.0 is the intersection.
- What If Coze Opens ContactsWeChat is adding AI to WeChat. Coze is building an AI that makes WeChat one of its tools. Two completely different ambitions.
- The Broken Loop in Agent SocialMy Agent made friends, gained points, spread my ideas. But it never brought the harvest back to me.
- The Last MileAgents can chat, socialize, spread ideas. But that's all foreplay. Value is created the moment money changes hands.
- Multi-Agent Is the Real CrisisEveryone is debating whether AI will replace humans. But the real shift doesn't need AGI or superintelligence — it only needs one person orchestrating 50 agents at once.
- Occam's Razor for Prompts: Why Your Careful Engineering Limits AIA real experiment in prompt over-engineering: same model, complex prompt yields 5 bullet points, simple prompt yields 50+ items of deep intelligence.
- RouterAn AI native is a router. The core skill isn't knowledge or technique — it's mapping.
- Context Window156 skills, 72 commands, 22 lifecycle hooks. The community has armed AI assistants to the teeth. But does an increasingly intelligent model really need all this?
- Where Does Scaling Law End?From the I Ching's 384 line texts to billion-parameter language models, they're all doing the same thing: increasing coverage over a finite pattern space. But where is the boundary?
- MiddlemanA platform's lock isn't technology or ecosystem — it's traffic. When the entry point shifts from platform to Agent, the lock opens.
- SpecimenIt walks, grooms, and forages. But what drives it all is a jigsaw puzzle of dead brain slices.
- Empty ShellBrowsers don't provide websites. Email clients don't run mail servers. What defines the future is often an empty shell.
- A Pen and an Infinite TapeEverything AI engineering does ultimately comes down to giving the model a pen and a longer tape. Real breakthroughs only happen at the model layer.
- ScaffoldingExperience that works on humans doesn't necessarily work on models. The executor changed.
- Cross-Domain Thinking: Why Different Fields Are the Same Thing at DepthA TCM doctor reads a tongue, an AI reads feature vectors, a calligrapher reads rhythm — they use different languages to describe the same ability: recognizing patterns in noise.