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Possibly one of the best RL notes I have ever found, going through them one by one really clarifies a lot of doubts one gets when studying RL.View quoted post on X
Plastic Labs
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Some of what people outside Plastic Labs shipped into Honcho in September:
👉 A timeout you can set per chat call in the Python SDK, so one slow answer can't hang the request around it (steven-ji, who also made the Docker API worker count configurable)
👉 Fuller context when search comes back thin: unused query budget now refills from recent observations instead of going to waste (mikemikimike)
👉 Provenance that holds up: a conclusion can only cite sources that actually exist, checked when it's written (shixi-li)
👉 A Qdrant vector backend, from Anush at Qdrant
👉 Hook-driven memory injection and tool capture in the OpenCode plugin, so recall works whichever model you run (Himanshu Kattelu)
👉 dsh 0.1.7 support and git-remote session naming in the dsh plugin (Toto Leung and kaiomp)
105 pull requests merged on the Honcho repo last month, up from 66 in August, and ten people outside the company landed changes across Honcho and its harness plugins. If you hit a wall, the issue tracker at go.honcho.dev/9aWj3HV is the shortest path to changing it 🫡
👉 A timeout you can set per chat call in the Python SDK, so one slow answer can't hang the request around it (steven-ji, who also made the Docker API worker count configurable)
👉 Fuller context when search comes back thin: unused query budget now refills from recent observations instead of going to waste (mikemikimike)
👉 Provenance that holds up: a conclusion can only cite sources that actually exist, checked when it's written (shixi-li)
👉 A Qdrant vector backend, from Anush at Qdrant
👉 Hook-driven memory injection and tool capture in the OpenCode plugin, so recall works whichever model you run (Himanshu Kattelu)
👉 dsh 0.1.7 support and git-remote session naming in the dsh plugin (Toto Leung and kaiomp)
105 pull requests merged on the Honcho repo last month, up from 66 in August, and ten people outside the company landed changes across Honcho and its harness plugins. If you hit a wall, the issue tracker at go.honcho.dev/9aWj3HV is the shortest path to changing it 🫡
github.com GitHub - plastic-labs/honcho: Memory library for building stateful agents Memory library for building stateful agents. Contribute to plastic-labs/honcho development by creating an account on GitHub. 
Attention: Honcho Happy Hour series is coming to SoHo. Drinks and pizza on us, Thurs 10/22 in SoHo. RSVP in Luma 👇
go.honcho.dev/hh
go.honcho.dev/hh
180+ signups & counting. Join us in bk tomorrow 6-8pm go.honcho.dev/A6lkHPC
