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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 …
r/AI_AgentsHello, am an investment analyst and my role involves deal diligence, memo writing and deal monitoring. I would like to build my portfolio of AI agents to carry out tasks. I have Claude Pro and am wondering how to get started to build my profile. Ideally it should be decoupled wi…
r/AI_AgentsEvery time a new model drops, my LinkedIn feed does the same thing. GPT-whatever just killed the SDR role. Sales teams are finished. Someone posts a Loom of an agent booking a meeting and suddenly every account exec is out of a job by Friday. I do GTM for an AI product. I build …
r/AI_AgentsI build an agent memory layer, and this week I stopped theorising about what memory should hold and just measured what was already in my history. Local scan of ~/.claude/projects , no account, nothing uploaded: Scanned 23 sessions across 4 projects (2026-07-31 → 2026-09-11). Pro…
r/AI_Agents​ I'm looking for an AI agent that can operate a browser directly on Android, similar to a computer-use agent. Ideally, it should be able to browse websites, click buttons, fill forms, upload/download files, and generally perform tasks online without requiring me to manua…
r/AI_AgentsI ran a fairly large multi-agent setup for a while and had a kill switch that was supposed to stop everything if a critical value crossed a line. For months, I assumed it was doing its job. Then I finally traced what it was actually receiving. Nothing. The setting feeding it had…
r/AI_AgentsI am amazed with instinct but few things: 1) I do not want to prepay 2) my credit card cannot do micro transactions 3) need it to manage my company’s function e2e and major part of the finops are restricted because of non existing credit line. Thoughts on this?   submitted b…
r/AI_AgentsI've been testing different AI agent workflows for growth and sales.The easy part is building an agent that finds leads, writes messages, or automates follow-ups.The hard part is making it understand context. A list of 1,000 prospects means nothing if the agent can't tell:who ac…
r/AI_AgentsEvery engineer on a team ends up with their own AI setup — their own prompts, their own context, their own tricks. Works great for that one person. Falls apart the second someone else needs what's in their head. We ran into this constantly: one dev deep in a gnarly integration, …
r/AI_AgentsSome AI agent ideas sound great until you actually put them into a real workflow. Maybe the agent made too many mistakes. Maybe maintaining it took more time than the original task. Maybe a simple automation would have worked better. Or maybe people just didn't use it. What's on…
r/AI_Agentsso i run an agent that researches companies for deal screening - founders, background, all that. yesterday it hit a company literally just named "Blue" and things went sideways. it searched for founders, got back 11 names... except those 11 names belonged to TWO completely diffe…
r/AI_AgentsI'm new to this, no CS background, and I just finished my first working AI agent (a simple Python assistant that can chat, search the web, and remember conversations). The weirdest thing was realizing how much of "the magic" is just system prompts and structure. The model wasn't…
r/AI_AgentsI saw someone describe trying to onboard a team to a Slack agent and canceling the same day because the integration was too buggy. That is a more useful benchmark than most agent evals. We keep comparing models, tool-use scores, and whether an agent can finish a long task. But f…
r/AI_AgentsEvery Monday used to start the same way. Open the competitor spreadsheet, check whether their prices or listings moved. Skim marketplace announcements to see if a policy or fee changed. Scan a few industry newsletters. Check whether any of the AI tools in my stack shipped someth…
r/AI_AgentsFor those building/selling AI agents: how do you price API costs to clients? Curious how other builders here handle this. If you're selling agents (or agentic workflows) to clients, how do you deal with the underlying API costs (OpenAI, Anthropic, etc.)? A few things I'm trying …
r/AI_AgentsMade an internal-use AI agent to develop and operate a product for a startup. I've been using it for three months and it works well. I really like the Codex app, but the Pi agent's simplicity attracted me, which is why I built this agent, Ava. Some highlight features: Connect to…