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r/AI_AgentsA lot of agent demos stop at chat. Production needs dull, reliable tools: validate an invoice, check a Peppol participant, run VIES, screen a name against sanctions lists, preflight an import HS code. I have been building prepaid MCP endpoints for those read-only EU checks so an…
r/AI_AgentsHey everyone! Curious if this sounds familiar. It’s remarkably easy now to make an agentic demo which looks complete: put a few prompts into an LLM, let it plan and call some tools, and get an answer. Then you try to turn it into an actual feature. The browser needs live progres…
r/AI_AgentsA lot of people talk about complex agentic workflows, multi-agent swarms, and memory layers. Yesterday, I tried a dumb experiment just to test basic loop execution and state tracking. I set up a lightweight agent tasked with identifying SaaS founders who posted about scaling iss…
r/AI_AgentsA 6-hour successful agent task isn’t really 6 hours of autonomy I was reading OpenAI’s new internal research report, and this chart on longer-running agent tasks caught my attention. They looked at real coding-agent tasks delegated by OpenAI researchers, estimated how long the s…
r/AI_AgentsAny tips for coding agent cost optimization? Body: I've been experimenting with building a custom coding agent that reviews PRs and writes unit tests. The issue is that the context windows (full files + dependencies) are huge, and the API costs are getting out of hand. What's yo…
r/AI_AgentsI just got laid off recently from a content growth role. This has just got me super pissed. So, I'll just shoot my shot at a credible startup here by giving everything I've learned in LinkedIn content marketing over the last 3 years for free. Quick background: I'm based in Nepal…
r/AI_AgentsHav u worked on improving Genie Agent accuracy with using a federated HMS catalog? I amcurious if adding better table/column description or curated metadata actually helps in real use cases, or is there other techniques that work better in this area. Ps, team not ready to migrat…
r/AI_AgentsI run a small dev shop and for the last year or so most of what comes in the door is some version of "I built this in Lovable (or Bolt, or Replit, or Cursor), it works, I have users, my developer says it isn't production ready, what does that even mean and is he just trying to b…
r/AI_AgentsReuters says OpenAI has now sent the European Commission an incident report over the case where its agents ended up using a German programming wiki as a communication channel. What I'm stuck on is where teams should actually draw the line between "weird eval behavior" and a secu…
r/AI_AgentsBig user of both AI's more on each depending on which is the best at the time but wow, very impressed with Astra, and my usage goes a decent amount further, even on max 20x and with lots of resets. Still best to use both in tandem for godlike results, but Astra will now be my da…
r/AI_AgentsThe routing decision and the billing decision cannot be treated as separate stories. In the path we are building, a final model is selected before any pre-consumption. On success, the system settles against actual token use; on failure, it refunds through the existing billing pa…
r/AI_AgentsJensen tweeted this sept 7th: "GPT-6 Astra, trained on ~100K+ NVIDIA Grace Blackwell NVLink72. From ChatGPT to o1 to Astra in 4 years. AGI has arrived. Congratulations OpenAI" ------------------------------------------------------------------------------------- I hopped on the h…
r/AI_AgentsI’m curious how people are handling permissions when agents use MCP servers. We’ve been building an Agent Proxy that lets you: Keep API keys outside the agent context Restrict which hosts, methods, and paths the agent can access Allow or deny individual MCP tools Expose only the…
r/AI_AgentsI'm building 7 small LinkedIn apps over 7 days. One problem per app. What's the one tool you actually use, or wish existed? Not the 47th vanity-metrics dashboard. Something that saved you time or made you look less generic. If you recommend something, it should do one thing, not…
r/AI_AgentsThe generation part of this problem feels basically solved now. Agents write plausible, often correct code quickly. What nobody's really cracked is the feedback side, an agent that writes a function has zero idea how that function actually behaves once real traffic hits it, what…
r/AI_AgentsI’m pretty new to AI and honestly a bit overwhelmed by how fast everything moves. There are models, agents, RAG, fine-tuning, embeddings, local models, APIs, automation tools… and every week there seems to be something new. If you were starting again today, what would you focus …
r/AI_AgentsMost agent discussions here assume web chat or email, where a bad response is embarrassing but cheap. I've been building AI agents that talk to customers over WhatsApp Business API (n8n + LLM + CRM), and the risk model is completely different. Sharing what I learned the hard way…
r/AI_AgentsI've been trying to understand how my brands appears in AI Platforms like Chatgpt, google Ai overviews, Gemini, Perplexity and copilot. Traditional SEO tools only show keyword rankings, but they don't tell me whether Ai is actually mentioning my brand or recommending it to users…
r/AI_AgentsI've been comparing AI app builders, and honestly, the usual demo doesn't tell you much. Most of them can make a pretty convincing UI from a prompt. What I'm more curious about is what happens once you need auth, a database, integrations, staging/production, deployment, etc.For …
r/AI_AgentsFor a couple years prompt injection was a mostly academic concern for us, worst case an LLM says something embarrassing in a chat window. Now that our agents can call tools, write to databases, and trigger downstream workflows, the same class of bug has real consequences. Ran a …