The key is a clean separation of concerns: your agents focus on reasoning and tool use 🧠, while a service like Composio
handles API integration, authorization, and MCP server hosting for you 🔧
blog post: t.co/qPpGVROEgD
@krasserm.bsky.social
Freelance ML and AI engineer, distributed systems developer, https://martin-krasser.com
The key is a clean separation of concerns: your agents focus on reasoning and tool use 🧠, while a service like Composio
handles API integration, authorization, and MCP server hosting for you 🔧
blog post: t.co/qPpGVROEgD
Agent authorization and API integrations can be a challenge 🤔.
Our latest blog post explores how you can authorize your agents to access 250+ APIs (Gmail, Slack, Notion, ...) with just a few lines of code, letting you focus on core logic, not plumbing and OAuth details 👇
Agents have the full context of a conversation and act on behalf of users. Build your own agents in minutes with Hybrid Group's agent builder. Find out more at github.com/gradion-ai/h...
25.07.2025 06:55 — 👍 1 🔁 1 💬 0 📌 0Hybrid Groups is agentic AI for human teams. Agents understand and contribute to conversations on Slack and GitHub. Watch the demo 🎥 www.youtube.com/watch?v=OxOm...
25.07.2025 06:54 — 👍 2 🔁 3 💬 1 📌 0Multi-user, multi-agent platform: github.com/gradion-ai/h...
20.06.2025 06:21 — 👍 1 🔁 1 💬 0 📌 0Blog post: krasserm.github.io/2025/02/05/d...
Repository: github.com/gradion-ai/f...
New blog post: Exploring DeepSeek-R1's agentic capabilities through code actions (link below). DeepSeek-R1 doesn't support tool use natively, but can be used for agentic tasks through code actions. The post also covers limitations like long reasoning traces and "underthinking".
06.02.2025 17:40 — 👍 0 🔁 0 💬 1 📌 0Additional RL on agentic tool use via code actions should further improve performance. Find evaluation details at github.com/gradion-ai/f....
04.02.2025 05:35 — 👍 0 🔁 0 💬 0 📌 0DeepSeek R1 surpasses Claude 3.5 Sonnet on agentic tasks even if it wasn't trained for it. In our experiments, we leveraged DeepSeek-R1's strong coding abilities to act via code and initial results look promising.
04.02.2025 05:34 — 👍 0 🔁 0 💬 1 📌 1Learn how freeact agents work:
Docs: gradion-ai.github.io/freeact/
Repo: github.com/gradion-ai/f...
Freeact agents write their actions in code, rather than just being agents for writing code. This design provides a vast action, space—no JSON tool configs required.
30.12.2024 11:13 — 👍 0 🔁 0 💬 1 📌 0High-level architecture of a freeact agent system
I just released freeact - a lightweight Python implementation of AI agents that use code actions to dynamically interact with and adapt to their environment.
30.12.2024 11:12 — 👍 1 🔁 0 💬 1 📌 0