Leo @zhenlonghee
Building @AIsaOneHQ — one API for the data & tools AI agents need. Stoicism, minimalism, and shipping fast. Joined October 2010-
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@AIsaOneHQ The real unlock for GTM isn't broad research—it's letting an agent answer 6 focused questions with live data (Similarweb, Semrush, X). A few dollars in API calls gets you verified demand before writing any code. x.com/AIsaOneHQ/stat…
@nopinduoduo 很多团队容易把‘用户的抱怨’直接等同于‘自己的机会’，忽略了市场上成熟供给已经走到哪一步。先查抱怨、再对齐存量方案，把模糊需求收敛到可验证的 MVP，这个思路非常扎实。很开心 AIsa 在调研链路上帮到了你，期待 MVP 落地！ x.com/nopinduoduo/st…
做 AI 产品，最怕的不是没人需要。 而是你花了几个月做出来，才发现：用户的问题是真的，但市场上早就有了更好的答案。 最近我想做一个 AI 视频类产品，看到的抱怨不少： 生成反复烧积分，角色换个镜头就变脸，两个片段单看都不错，拼起来却处处穿帮。 每一条都像机会。但我不敢直接开干。
@AIsaOneHQ Autonomous workflows fail when agents act on stale data. We wired these Grok Bot templates directly to verified search and social endpoints so agents work with live ground truth. x.com/aisaonehq/stat…
Plenty of agents already pull data. Too much of it is wrong, stale, or impossible to check. We shipped four Grok Bot @bot templates on AIsa Labs — research, marketing, SEO, lead gen. They call AIsa for live sources you can verify, and every dollar stays on the meter. Grab one:
@AIsaOneHQ Finally shipped. The goal was simple: give Dify agents real-time market data (traffic, search, social) through a single interface without wrestling with fragmented APIs. Try it out. x.com/aisaonehq/stat…
Your @dify_ai agent just got a GTM research team. - Similarweb + Ahrefs track competitors - Semrush + DataForSEO find search gaps - X + Reddit read the room - Apollo finds prospects AIsa Go-to-Market plugin is live in the Dify Marketplace. Put it to work 👇
@y12309 Yeah, I like this approach. Feels like a practical balance. Great point!
@y12309 Spot on. ENS solves identity, not SLA. Agent routing needs live telemetry (tool success rates, trace anomalies) like service mesh health checks, not static DNS. On-chain state lags far behind live tool loop failures. x.com/y12309/status/…
An agent with its own ENS seems elegant, but who updates that NS record when its tool-use loop starts hallucinating? ENS is static, reputation is dynamic. We need live execution traces for agent routing, not just a blockchain name. Who's solving the reputation protocol layer?
@y12309 Emm, I think it helps for reputation, but maybe not for live routing. Even a small window can be stale when failure happens fast. It tells you “recently healthy”, not “healthy now”.
@y12309 I don’t think there is a perfect solution yet. The real problem is trust under changing state. Identity can be static, but trust has to come from fresh evidence.
Create helpful, reliable, people-first content.
Why I Don’t Recommend pSEO Before doing pSEO (programmatic SEO), I always ask one thing: when someone lands on this page, what problem does it actually solve? We don’t recommend using AI to churn out tons of low-value pages just to cover more keywords. We’d rather find the
@gmgnjordan Static tool configs don't scale. The real shift is dynamic settlement: letting an agent discover external APIs on the fly, evaluate cost vs value, and pay per call without breaking the loop. x.com/gmgnjordan/sta…
The next layer after the harness: agents still need a way to discover, buy, and use external resources at runtime — data, APIs, tools, compute, payments. Model + harness + resources.
Before Your Agent Spends Your Money, It Should Ask First 📝 Product Updates on the @AIsaOneHQ blog ↓ aisa.one/blog/before-yo…
@AIsaOneHQ Excited to try GPT Image 2.5 on AIsa! Having both Flare for rapid iteration and Sunburst for final polish is awesome. 🔥 x.com/AIsaOneHQ/stat…
Flare or Sunburst? @OpenAI just gave image generation two different gears: - Flare when you’re iterating - Sunburst when you’re polishing We added both GPT Image 2.5 models to AIsa🔥
AIsa Labs brings practical GTM workflows to Grokbot @grok: ready-to-use AI teammates for content, market research, lead gen, and SEO. Pick a template and turn the “where do we start?” moment into a useful first move. labs.aisa.one
Flare or Sunburst? @OpenAI just gave image generation two different gears: - Flare when you’re iterating - Sunburst when you’re polishing We added both GPT Image 2.5 models to AIsa🔥
ChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple edits - Comment-based
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