Sunil retweeted
Hiring is no longer a problem, We built the best Recruiter agent
It finds the people you want to hire and gets their email for a few cents.
Here's how it works:
- Describe the hire: "Founding eng, NYC, fintech"
- The agent searches for free, and Jev scores every candidate against your must-haves
- Reveal any email for cents, and see the exact price before you pay
Powered by @googleaidevs Gemini 4 Argon @typesafeai @composio
Fully free and open source: github.com/composio-communit…
We just launched Composio Instant on Product Hunt!
Ask us anything there: producthunt.com/products/com…
Sunil retweeted
Switch from Claude to Codex in between tasks now
We built AgentPlane, a local control plane for coding agents that lets you run Claude Code, Codex, Opencode, Pi and more
Here's how it works:
- Run any coding agent (Claude Code, Codex, OpenCode, Cursor and more) side by side on your own machine, each in its own copy of your repo.
- Watch them work, approve what they want to do, and switch agents mid-task without losing context.
- Connect your apps through Composio, and a new GitHub issue, Linear ticket or Sentry alert starts an agent on its own.
fully free and open source
link to the code: github.com/composio-communit…
Sunil retweeted
Agents have become so good, this took a few hours to build
We are launching Open Dots, run the same capabilities in 1/10th of the cost
OpenAI shipped Dot yesterday for Pro users.
Ours is open source, runs on your Mac and cheaper
Here's how it works:
- each dot has its own browser that stays logged in securely
- it can use and setup triggers on your Gmail, Calendar and 1,500 other apps
- you can call it and give it things to do while you talk
- dots can coordinate and schedule reminders
built with @composio @OpenRouter
free and open source: github.com/composio-communit…
Sunil retweeted
We are launching Open Dots, run the same capabilities in 1/10th of the cost
OpenAI shipped Dot yesterday for Pro users.
Ours is open source, runs on your Mac and cheaper
Here's how it works:
- each dot has its own browser that stays logged in securely
- it can use and setup triggers on your Gmail, Calendar and 1,500 other apps
- you can call it and give it things to do while you talk
- dots can coordinate and schedule reminders
built with @composio @OpenRouter
free and open source: github.com/composio-communit…
Sunil retweeted
Agent Routing with Jev at scale
You can't have expensive agents process 10000 emails everyday, Jev makes it so much more scalable
Here's how it works:
- Triggers are set up for Gmail, Typeform, Slack, Discord and X with Composio
- As soon the queries come in, Jev looks at the message
- It then picks the best agent for the job, and that agent writes the reply or takes the action
built with @typesafeai and @composio
fully free and open source: github.com/composio-communit…
This is insane 🤯! GenMotion is becoming Lovable for designers to create motion graphics and launch videos with Claude Code and Codex! 💫
Latest version of @genmotionhq ships with some cool new features to help you with creating better motion graphics and launch videos 🎬️.
Introducing connector marketplace on GenMotion, connect popular image, video and audio gen services like @ElevenLabs @fal or @runwayml to let your agents create assets on the fly!
Download v0.0.10+ for free now.
Sunil retweeted
What happens when you want to test your agents capability to max?
You simulate a company
That's what I did.
This is how it went, what worked and what failed. All learnings compiled.
Give it a read and share your thoughts.
MCP 协议今天推出了第五个大版本(版本号 2026-07-28),核心变化:从有状态双向协议变成了无状态的请求/响应协议。
这是 MCP 社区呼声最高的改动。
之前的 MCP 客户端连上来要先握手,服务端要给你一个会话 ID(session ID),后续每次请求都得带着这个 ID。这意味着你的请求被限制在了某一台服务器实例上,不方便做负载均衡。
现在每个请求都是独立的,自带协议版本和客户端信息,可以负载到任何一个实例上。也就是说 MCP 服务器终于可以像普通 HTTP 服务一样部署了,serverless、边缘计算、或者 CDN 后面放一排实例。
那如果业务确实需要跨请求的状态呢?协议的建议是:由工具自己生成一个句柄(handle),让模型在工具调用之间传递。状态放在业务层而不是协议层,模型能看到这个句柄,也能理解要怎么用它。
【其他变化】
MRTR(多轮往返请求)解决中途需要用户输入确认的问题。
比如 Supabase 的 MCP 服务器想在创建项目前告诉你费用,或者在执行删除操作前让你确认。以前这需要维持一个双向流不断开,现在服务端返回“需要输入”状态,客户端带上用户的回答重新发请求即可。
请求头里新增了 Mcp-Method 和 Mcp-Name 两个字段,网关和防火墙可以直接根据请求头做路由和鉴权,不用解析 JSON 请求体。
授权方面做了几项加固,包括要求验证授权服务器的 issuer 参数(堵上了一个授权服务器混淆漏洞)。动态客户端注册(DCR)正式废弃,改用客户端元数据文档(CIMD)。
Roots、Sampling、Logging 三个功能标记为废弃,但至少还能用 12 个月。旧版 HTTP+SSE 传输同样进入废弃轨道。协议首次引入正式的废弃策略,保证最少 12 个月过渡窗口,这对生产环境的团队来说很实际:你可以排期升级,不用被动救火。
【生态与迁移】
四个一级开发工具包(SDK)同步更新:TypeScript、Python、Go、C#。Rust SDK 以 beta 状态跟进。MCP 目前月下载量接近 5 亿次,TypeScript 和 Python SDK 各自累计下载量都超过了 10 亿。
AWS(Amazon Bedrock AgentCore)、Microsoft(Foundry)、Cloudflare(Workers)、Google Cloud 等都已宣布支持新规范。Figma、Supabase、Honeycomb 等工具厂商也在跟进。
新规范有破坏性变更,依赖会话标识符的实现需要改造。SDK 团队表示根据早期测试反馈已经简化了迁移流程,但具体成本因项目而异。如果你现在在生产环境跑着 MCP 服务器,建议先看一遍完整的 changelog 和迁移指南,评估影响面再动手。
Thrilled to announce the MCP 2026-07-28 release. It is one of MCP's biggest yet, built on 18 months of lessons learned.
A few highlights:
★ MCP is now stateless, with semantics for multi-round-trip requests. Serving MCP just got much simpler and more scalable.
★ MCP now has extensions. MCP Apps, Tasks, Enterprise Managed Auth, and more. Domain-specific ways to use MCP, plus room for experimental additions.
★ Python, Typescript, C# (soon) SDKs released a v2.0.0 for the new spec with improved ergonomics!
But the biggest highlight for me: this release is a true community effort. Individuals and companies alike — Anthropic, Google, Microsoft, OpenAI, and many others helped shape this specification.
And there's much more. Full details: blog.modelcontextprotocol.io…
Sunil retweeted
Your next coworker won’t be human.
Introducing Oasis: The first virtual office where humans and agents work together.
We’re building 1,000 agent teams for free. Comment what you need and we’ll build you an army of agents.
Sunil retweeted
Long-running AI agents need to be able to handle crashes and scale to fit workflows.
In this guide, @shricodev shows you how to build a durable, autoscaling agent runtime.
You'll use Temporal for retries and recovery, Composio for tool use, Docker and Kubernetes for deployment, and KEDA to scale workers based on workload.
freecodecamp.org/news/how-to…
Sunil retweeted
I am starting a hacker house in Bangalore.
Yes, you heard that right. @aoagents Community now has a place they call home.
AO House, Sarjapur.
Sponsored stay. Free food. A content studio inside. The top contributors of Agent Orchestrator (7.5K ⭐ on GitHub, 1K+ forks) building under one roof.
The house is for you if you,
• Think running anything less than 10 parallel agents is diabolical in this age
• Want to meet & get to know the top contributors of Agent Orchestrator (@aoagents)
• Do things just for the pain and the glory
• Want a place to build and ship things with like minded people
• Think OSS is the future of software
• Like to create content, surrounded by high-agency people (yes, we have a studio inside)
Residency applications open soon. The bar will be high.
But this Saturday, the doors are open to everyone.
We are throwing a party at AO House. No applications. No pitch. Come see the place, meet the community, find your people.
We'll be orchestrating a lot more than AI agents at the party.
Luma link in the first comment.
Sunil retweeted
We've raised $27M to build @CopilotKit — the Agentic Frontend Stack connecting humans & agents.
Because all UI will be AI.
Co-led by Glilot Capital, NfX and SignalFire.
Sunil retweeted
Introducing Interact AI: a new interface for the web.
Add it to your website, and it talks to every visitor, answers questions, and shows your product.
Try it now -> interactlabs.ai
Sunil retweeted
Codex with the right skills is honestly the best thing you can use right now.
The gap between vanilla Codex and Codex with good skills loaded is massive. It's become my daily driver.
We put together a repo of the skills that are actually useful:
→ Sentry error diagnosis without copy-pasting stack traces
→ Automated PR review + CI auto-fix on GitHub/GitLab
→ Linear/Jira bug sweeps that triage issues for you
→ Datadog log filtering from natural language
All of these connect through the Composio CLI.
Free and open source: github.com/ComposioHQ/awesom…
Sunil retweeted
Your AI agent is in bed with you.
No protection. You just wanted it to work.
Gmail. Allow. Calendar. Allow.
Slack, Notion, GitHub.
Allow. Allow. Allow.
Every password, handed over. Your agent never needed a single one.
They just needed @Composio
Secure your agents in minutes ↓
composio.dev/protection



















