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r/AI_AgentsHey everyone — first post here 👋 I’ve been experimenting with Instinct and decided to give it a few tasks that go beyond the usual “summarize this” or “write me an email” use cases. Here’s what I tried: Asked it to order snacks for me across different apps. Asked it to monitor …
r/AI_AgentsHi everyone, I’m working on an OCR component for an ERP system, and I’m currently evaluating newer OCR/VLM models. I’d really appreciate some advice from people who have worked with document OCR in production. Our documents are mainly business documents (invoices, forms, etc.) a…
r/AI_AgentsAgent writes to unintended infrastructure or creates persistent state outside its sandbox. Could be a failed eval, could be something worse. The tricky part is knowing when to pull the plug vs letting it run and debugging later. What's your threshold – immediate kill or monitor …
r/AI_AgentsSomething I keep thinking about and can't settle, so I'm putting it here. For the first time, we're actually putting our thinking into a machine, not just our files. My notes never did anything, they just sat there. But I have had long conversations with these models where the t…
r/AI_AgentsIf you're building an AI agent for legal, healthcare, marketing, or finance, I'm curious to hear: What is your company name and what does your agent do? Roughly how many customers you've got What use case(s) in your vertical you specialise in. I'm interested to check out your we…
r/AI_AgentsThere's a hands-on masterclass on Sep 12 for anyone building agents who wants real engineering discipline instead of finding out something broke from an invoice. Covers: Tracing, token/cost monitoring, latency budgets, and caching, so problems show up in dashboards, not surprise…
r/AI_AgentsLast week one of our internal assistants answered a question it had no business answering. Someone asked it something about team structure. The agent came back with details from a spreadsheet we hadn’t announced yet. The answer came back spewing details about the reorg plan and …
r/AI_AgentsI think we talk a lot about what AI agents can automate, but not enough about what they should not automate. Sometimes a workflow looks perfect on paper, but once it runs in the real world there are too many exceptions, wrong decisions, or manual fixes. Have you ever automated s…
r/AI_AgentsI work solo across a lot of repos, and I keep hitting the same wall with Claude Code. Two separate problems that compound: Context dies on compaction. Long session, lots of hard-won detail about why something is built the way it is, then it compacts and most of that is gone. The…
r/AI_AgentsI found this amazing AI chat called Questner.ai but it sadly has a limit to how much you can text it before you need to pay money. I don't really know where to find any other chat bots that are like that one but without the force to pay the text or limited texting   submitte…
r/AI_AgentsI tried vibecoding a game with Claude alone and had big ambitions for an indie game studio. Quickly realized the limitations of frontier AI, and wanted a way for the clankers to answer their own questions. I wanted to make it so agents had clear roles and make a neat little pipe…
r/AI_AgentsI’m curious how AI agent builders in this space figure out what to build next in terms of their agent’s product features and how they decide on that. Is it a manually draining/frustrating process understanding what to build next and if so what’s the painful part of it? Trying to…
r/AI_AgentsThere’s no shortage of ways to learn AI/ML these days- courses, YouTube, documentation, GitHub, papers, Reddit, building projects… and it’s pretty easy to spend hours consuming all of it. But there’s a difference between “I understand what this is” and “I can actually use this.”…
r/AI_AgentsBeen working on rollout of an AI Agent in Manufacturing for the last few months, and honestly, the code was the easy part. We hooked it into the MES, gave it read access to sensor data, set up alerts for anomaly detection, and had it recommend maintenance windows. Took maybe six…
r/AI_AgentsWe’re currently using agents for things like resolving customer-support tickets, sending customer emails, updating CRM records, producing financial outputs, and taking actions inside procurement workflows. As we give them more autonomy, I’m realizing I’m much less worried about …
r/AI_AgentsOur agent does document Q&A. Before the final answer it runs four small models: bge-m3 to embed the query a cross-encoder to rerank the chunks GLiNER to pull a few fields like dates and org names a small Qwen to draft the routine parts before anything hard goes to the frontier L…
r/AI_AgentsClick baity headline? I sure tried. I promise real content, though. Here's the concern - what happens when OpenAI and Anthropic turn off the ridiculous subsidy they currently provide. You pay them $200/mo and you get $8,000 to $14,000 of tokens if you had paid the API price. Tru…
r/AI_AgentsI’ve been looking into how MCP can be used for more specialized workflows, so I built an agent decide which ones to call. For example, for legal document review: 1 Contract parsing MCP sever: extracts clauses and flags potential risks 2 Document diff MCP server: compares differe…
r/AI_AgentsContext windows are at a million tokens now, Llama 4 Scout is at 10 million, and Magic has a 100 million token model. That's genuinely great and I want it to keep going. What I'm less sure about is the assumption that tends to come attached to it, that memory stops mattering onc…
r/AI_AgentsI keep looking at our testing workflow and wondering why we're translating the same requirement 3 times. say Jira says: customer changes billing country from US to Germany actual expectation is something like: dropdown shows Germany save request sends DE DB persists DE tax gets …