How a local-first personal AI agent uses orchestration, memory, tools, LangGraph, background workflo... - 惯性聚合

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Harrison Chase(@hwchase17)

Harrison Chase (@hwchase17) on X big update to openwiki - it now supports two modes: - code brain: create a wiki for a code base - p... Harrison Chase (@hwchase17) on X Harrison Chase (@hwchase17) on X Harrison Chase (@hwchase17) on X Bigger update coming tmrw, but a bunch of small fixes today! i want to build a more opinionated/detailed coding experience (for prompt optimization, eval set cre... Guess what we added someone else to this webinar: @jeffreyhuber, ceo and cofounder of chroma What ... Congrats to prime intellect! Love partnering with them on LangChain labs work Great opportunity! Love partnering with baseten to make sure everyone can use open weight models in deep agents Really excited to partner with @nvidia on the NemoClaw Deep Agents Blueprint Deep Agents is a fully... gpt-5.6 sol isnt the only thinking launching thursday we're also releasing a big update to OpenWiki... agents for ad spend is anyone standardizing on ATIF as a format for agent traces? or a different format? or is it still ... deepagents is our newest open source project - an open source, model agnostic agent harness this is... llm wikis are a glimpse of the future of what agent memory looks like this blog i wrote resonated w... Good blog from viv on how improving agents (via rl, harness Eng, anything) boils down to a data mini... devin has a hot take that wikis are NOT the right abstraction should be a fun webinar!! 🚨Emergency webinar: LLM Wikis and how to give your agent memory LLM Wikis are so hot right now - O... anyone looked into or using Open Knowledge Format (https://t.co/b2MZgpUx2O) for their wikis? (deepagents existed ~10 months before EVE, but...) yes - the agent industry has shifted from: ~age... OpenWiki up to 1.7k GitHub stars in two days Most common ask it to make it more general purpose (no... wikis! Special episode with @bentannyhill on the Max Agency podcast. A month ago, his team shipped LangSmi... 4/ programatic subagents in deepagents Deep Agents is our open source, model agnostic agent harness... 3/ Harbor integration Harbor is a framework for running long running, stateful agent evals We inte... big week at langchain, with a lot of launches: 1/ OpenWiki - auto generate a wiki of a github repo ... Ton of interest in wikis We’re going to push hard on open wiki this weekend What do you want in yo... "agentic map reduce" is a nice name spawning subagents programatically allows you to do these advan... harvey is ripping!! honor to work with them wikis for memory are all the rage - we wrote about this yesterday today we're releasing an open sou... More and more developers turning to glm5.2 as a daily driver for coding Here’s how to use it with d... good post on the value of knowing whats going on in your harness "For agents within an actual produ... Wiki!!! human in the loop is very nice for these wiki memory systems Tutorial on using Gemini live to build a voice agent Uses deepagents as a tool: offload complex wor... good description of how someone has done wiki memory in the wild agree a lot with this - the actual storage layer for memory (eg which database you use) matters less... how do you run agent code without a full blown sandbox? we did a lot of work to harden the code int... this may be ai generated, but is true - the hardest part of wikis (and memory in general) is the pro... harbor is a great framework for running evals for long running, stateful agents its becoming indust... a common pattern for (a part of) memory that we see: Wiki Memory Examples: - DeepWiki (@cognition)... https://t.co/SsJz6y2pBy Showing how to display dynamic subagents was tricky - this is what we aligned on Dynamic subagents in deepagents! Lets you spin up subagents programmatically We highlight 6 diff u... We are starting to role out our Trace Judge model to early partners today Designed to detect errors... it's never been easier to turn langgraph agents into voice agents! great tutorial on how to do so, ... harbor is a great way to run evals that require sandboxing: https://t.co/RSpx68u5oB self hosted san... Fleet agents can be shared in channels where your company is already doing work. Slack, Teams, etc ... Harness: ✅ (DeepAgents) Sandboxes: ✅ (LangSmith Sandboxes) Eval: ✅ (LangSmith Sandboxes Model: integ... Dcode does a bunch of work to standardize message format, making it easy to switch providers mid thr... 🧑‍🏫3hr Long Deep Agents Course Great course from a member of the community on Deep Agents Covers... > Better Caching – Cache misses are the easiest way to drive your cost up. All of our requests ar...

How a local-first personal AI agent uses orchestration, memory, tools, LangGraph, background workflo...

Harrison Cha · 2026-07-08 · via Harrison Chase(@hwchase17)

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