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r/AI_AgentsHi. I’m thinking of building and deploying multiple voice agents each has its own role and responsibilities and working together multiple goals. Like multiple voice agents for a Ecom business so that I can help them in reducing RTO(by 2 agents order/address verification and RTO …
r/AI_AgentsI have been exploring the topic of AI Agents for a while now. I use Claude Code integrated with Obsidian to create a permanent memory for the AI model (Obsidian) and to give it "hands" to work with (Claude Code). I don't pay for Claude Code yet, since I'm exploring it's capabili…
r/AI_AgentsHi, I’m James Luan, CTO of Zilliz, the company behind Milvus. Milvus is an open-source vector database built to store, index, and search embeddings over unstructured data. Vector Lakebase is our next lake-native expansion around that serving path. I was reading Notion’s account …
r/AI_AgentsAnthropic’s commerce-agent blueprint can search a catalog, compare products, remember preferences, build a cart, and hand the order to checkout. Payment is left to the implementer. If an agent is expected to finish the job, a prompt that says “keep it under $45” is not enough. T…
r/AI_AgentsIs anyone successfully using googles Open Knowledge Format? What are your use cases? How do you trigger a lookup into the Knowledge base? I have been struggling to make it useful because all that structure and indexing is useless if your agent doesn’t know it needs to search it …
r/AI_AgentsHad a conversation with a colleague recently about why we still can't let an agent run a process start to finish without someone checking in. Something about it stuck with me, curious if others here see it the same way. With my title I don't mean trust in the fuzzy, human sense.…
r/AI_AgentsI’ve been building production-grade agent workflows, and our team moved the execution surface toward a CLI that agents can run inside sandboxes. I think overall MCP/tools are still useful for bounded environments, however sandbox and CLI in general provide much more work capabil…
r/AI_AgentsEvery platform has some version of a text generator where you describe a campaign and get a draft. That saves time, but what actually drives performance is when AI makes decisions off real customer data. That's showing up in three specific places right now. Send-time personaliza…
r/AI_AgentsFor teachers, professors, and students: Where do you think educators should draw the line with AI? How can teachers use AI to save time without losing human judgment, oversight, and accountability? Also, what’s your field of study/teaching? Curious to hear your thoughts 👀  …
r/AI_AgentsWhen you demo an AI agent querying a single vector database with 50 PDFs, performance feels instant. But when you deploy agents into a live enterprise setup with hybrid search (pgvector + Elastic), legacy SQL databases, and parallel tool calls, latency shoots through the roof. O…
r/AI_AgentsI am currently trying to choose a subscription/model that may meet my needs. I am software developer, but I'm not trying to develop a product with AI. I want something that I can chat with aobut general dev-related topics. The idea is to use it to prepare for job interviews. I'd…
r/AI_AgentsI am curious on this, as a founder myself who spent 12 months building out, because I did not want a ship then polish platform. I instead chose the route that probably isn't the financially best route. Would love to discuss this with other founders, and how has it been for you? …
r/AI_AgentsI have been using agent driven development for a while, and now I use Claude Code the most. The most annoying part for me has always been Bash permissions. I got really tired of constantly extending my JSON file with allowed commands for Claude, but this bastard still keeps comi…
r/AI_AgentsHey everyone, I am looking to build a proof of concept app for my buisness(IIOS and Andorid) to show around to some local shops. The plan is just to get a working MVP done so I can demo it and see if they are interested. Between the new Gemini, Codex, Claude Code, Zed with GLMs,…
r/AI_AgentsEverything written about agent performance is about latency or cost per call. The thing that actually bound us was neither. Measured on real traffic: about 3600 tokens per turn against a provider ceiling of 8000 tokens per minute. That is 2.2 turns per minute for the whole produ…
r/AI_AgentsWe’re looking at AI agents for our contact center and have narrowed it down to Cresta or NICE. Both seem solid but I’m having a hard time figuring out which one makes more sense in practice. For anyone who has tested or used either one what did you compare before making the call…
r/AI_AgentsArchitecture I ended up with, after a lot of things that did not work. Posting the orchestration side specifically, since most threads here focus on single-agent tool use. Shape: One long-lived manager agent. It plans, allocates, reviews and reconciles. It never writes code. Mak…
r/AI_AgentsI built a Gemini chatbot for a business using Supabase to store conversations. Looked perfect on paper. Could answer company-specific questions... in theory. Then I actually tested it. The bot sounded like ChatGPT had a baby with a corporate memo. Generic. Unhelpful. And my clie…
r/AI_AgentsThere's something I want to try that would need access to my notes folder. It's made by one person, a few hundred stars on GitHub, and I'd never heard of them before last week. Two years of notes in there. I've realised my actual rule is basically "has anyone else heard of it", …
r/AI_AgentsClaude is our platform of choice. Never mind that it is too verbose comparing others, there was a very disturbing behavior to say the least. I only communicate with the Agent using English. I use English only on my computer. I speak 3 languages. Russian is one. I have a Russian …