Intelligence, Nerve & Robots. Building @viora_io
Joined February 2021
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多 agent 里 subagent 是有价值的，我经常让 subagent 去自己调研，主 agent 仍然继续主线工作，这样能省时间。浏览网页读文档啥也可以交给更便宜的模型
之前和 @strrlthedev 也聊过
我用 raft 深度做了一个 side project。如果只是许愿式聊天，效果和我要的差的非常多，需要很多轮的调教。最终消耗大量 token、时间和精力。如果我一开始就给一个很精细的计划，那我直接用 Claude，顶多加一两个 agents 就能达到同样的效果，而 token 的消耗是少了很多的
Nexmoe retweeted
Life happens mid-thought. Mid-sentence. Mid-everything.
Ambi stays with you through it, carrying context from your wrist to your phone to your desk.
It remembers what matters and keeps your Routines moving, turning context into interaction and interaction into action, all in real time.
Meet Ambi. Your ambient intelligence.
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😂虽然我用了快 10 年 1password，但我管理环境变量还是用 infisical.com/
celld 凉了
oh, now what will happen with Celld?
For those who don’t know it: Celld is an open source project from Deno Land. It runs Cloudflare Workers-compatible code on your own servers, keeps SQLite inside each execution environment, and uses S3-compatible storage to coordinate between them. It’s a way to get Durable Objects-style state without depending on Cloudflare 🙂
github.com/denoland/celld
看起来很适合用来做测试
Introducing pgrun.dev 🐘
🚀 KILL your local database. NOW!
Stop creating local and staging databases manually.
That’s the old way. The new way:
→ Every agent gets its own Postgres.
→ Every PR gets its own Postgres.
→ Every CI run gets its own Postgres.
Created in seconds.
Used.
Destroyed.
Databases should be disposable.
teapawt.net/alxshp/status/21024376…
与 celled 的区别是什么 @grok
Nexmoe retweeted
why i think @linear 's agent session is the best collaboration surface for agentic work (even better than slack):
- every task is tracked as an issue in linear's beautiful ui
- your job to be done is already described clearly in the linear issue description, so you can give your agent more precise commands compared to in slack
- prompts for agent (agent session) is separated from discussion between people (comments), so you don't have to scroll down a full thread to find the next thing your teammate says after a long agent reply
- people can steer the agent's work, even if the work is running on someone else's computer (with the help of @usemerlin_ai)
- you can view the full agent tool call history, in comparison, in slack, you can only view the latest one
- linear doesn't charge anything for it. it only costs you the api fee, and you can even use your own subscription if you're using Merlin as the agent delegation
