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r/AI_AgentsI'm looking for an AI tool that can summarize research papers, case law and other long PDFs. I'm doing legal research, so I end up going through a lot of documents that are 50+ pages. Being able to get the main points first would save me a ton of time, especially when I just nee…
r/AI_AgentsMost teams i've worked with use openai, anthropic or gemini through the api. Meanwhile together, fireworks and deepinfra keep raising money, and i do see people complaining about api prices. but in the projects i've seen, when cost became a problem nobody moved to open models. t…
r/AI_AgentsI've been building an AI assistant for about two years. Alone, after hours. It's not another wrapper around a language model — it's a system that keeps its own internal state between conversations: mood, memory, goals it sets for itself. I call it Nyx. One of the components I sp…
r/AI_AgentsI’m trying to understand how companies are handling ownership once AI agents move beyond demos and start touching real workflows. Suppose an agent uses internal documents, calls tools/APIs, affects business processes, and is measured against operational KPIs. Who actually owns i…
r/AI_Agentsspent the past few weeks down a rabbit hole on phone automation with ai agents and wanted to see where this community stands on the direction. the way i see it theres three main camps right now. one is the screenshot loop you get with openai computer use, claude computer use and…
r/AI_AgentsMost people start with a flat list first bc it feels simpler to just store everything and they let similarity search sort it out at query time but that's fine if you're just messing around with it. It starts losing its shyte when multiple facts about the same thing come under di…
r/AI_AgentsWe had an authorization rule in the repository. The checklist asked the right question, and the deployment record even had a place for the approval. A change still moved forward without it because no code on the live path had to read the answer. This gets worse with agents. A pe…
r/AI_AgentsI'm trying to get a better picture of how people are actually building and using agent systems in the second half of 2026. More specifically, I'm curious about the split between personal use and company/team use, small automations vs larger systems, and what kinds of problems ea…
r/AI_AgentsHi! I have around 100k personal photos and videos (family, friends, trips, etc.) that I've accumulated over the years, and I'd like to organize them by date and occasion. Ideally, I'm looking for some kind of AI tool or software that can read the EXIF data and analyze the conten…
r/AI_Agentsdoes anyone know of great paid or unpaid courses that would help one to grasp more fundamentals of software factories. I’ve build a lot with ai and have a good grasp or orchestrators and validators but feel there has to be more. where my process normally breaks is in the validat…
r/AI_AgentsI want to use a workflow like: plan -> revision1 -> revision2 -> implementation. Should I create my own orchestrator or use solutions like opencode , PI etc. I have ChatGPT Plus and Gemini Pro subscriptions.   submitted by   /u/yekobaa [link]   [comments]
r/AI_AgentsI’ve been looking into voice agents for customer support. I haven’t tested them yet, but I’ve been thinking about what I’d check before letting one handle "where’s my order?" calls. Something in Retell’s docs caught my attention: interrupting the agent doesn’t cancel an API requ…
r/AI_AgentsLet’s imagine you’re going on a vacation. You pull up your personal AI agent and tell it that you want to go to Croatia. It already knows what kinds of activities you want to do and goes ahead to book them… until it has no way to pay. Sure, you can give it your credit card, but …
r/AI_AgentsEvery tool we run grew an AI this year and womehow it made things worse. The notetaker writes recaps, Hubspot has its little bot, docs thing has one and none of them can hand anything off to the next. and now I'm the guy in the middle. I finish a call, notetaker gives me mea nic…
r/AI_AgentsThe candidates are: ChatGPT Gemini Grok CoPilot Meta AI Deepseek Perplexity Who are you rooting for? [And tell me some AI submissions that you would like (Except Claude, having issues with signing in, idk why, I have an acc)]   submitted by   /u/Unable-Wave7961 [link] &#…
r/AI_AgentsScaling enterprise AI requires balancing speed, security, and rising operational costs. As infrastructure demands evolve, teams face new trade-offs. View Poll   submitted by   /u/_N-iX_ [link]   [comments]
r/AI_AgentsHello, What types of databases do you use for your AI applications to store things like generated responses, messages, conversation history, user data, etc.? Do you generally use SQL databases (such as PostgreSQL) or NoSQL databases (such as MongoDB)? What are the main reasons b…
r/AI_AgentsIf you've ever built a vendor shortlist for this, you know the problem. Every site says roughly the same thing. But the companies underneath are built differently: Some are consulting-led. They help you figure out what to build before anyone writes code. Some are delivery shops.…
r/AI_AgentsCan anyone share battle tested dev setups that actually do the work and effictently optimize token usage? I'm looking for something like: memory storage that doesnt get bloated and Spec-Driven Development, possibly different agent roles. It's just that there is so much stuff tha…
r/AI_AgentsI’ve been experimenting with AI agents and keep running into the same question: where does the real bottleneck come from? Is it reliability, context management, tool calling, memory, latency, cost, evaluation, or simply getting the agent to follow instructions consistently? I’m …