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r/AI_AgentsAstra on Ultra Codex did not follow the instruction to use a PDF as a source, but instead implemented its own interpretation. The result was slow and shitty. I told Sol to do the same task using the same prompt, and it did comply. When I asked Astra why it had not done what it h…
r/AI_AgentsI reckon we have all seen demos where someone’s multi-agent framework spins up, researches a topic, writes code, and deploys an app while they grab coffee. but when i actually try to set something up locally to handle basic daily tasks, i spend three hours trying to make things …
r/AI_AgentsI’ve been thinking about if every handoff needs to mean transferring the conversation Say the voice agent has handled most of a financial service call but reaches one action that needs human approval. Could the human approve that one step in the background and let the AI continu…
r/AI_AgentsIt’s wild how agents can fail silently without triggering alerts or logs since the system thinks every run succeeded. Seems like a lot of teams learn from demos where everything works perfectly and then get hit with this in production. Is the Udacity Anthropic course actually wo…
r/AI_AgentsI used Google Gemini Pro been 7 months, yes, it's helped me a lot. But until i saw the ChatGpt 6.0 was relased recently. At here, i would like to list some points which the reason to make me want to change, a. Since i using the AI agent for works, feel the ChatGPT more like a co…
r/AI_AgentsI've been building an autonomous Android agent that controls the phone through the accessibility tree. It reads the screen, decides what to do, does it, then verifies it worked — a full perceive-think-act-verify loop. What it does: 30 tools — flashlight, clipboard, SMS, app laun…
r/AI_Agentshi, I need some advice to a good ai model that use a subscription based model to code an application based on microservices and spring AI. TBH I want to spend less then 20$/months. for now i tried Claude code and it’s awesome. and I have an active student subscription to copilot…
r/AI_AgentsI’m building and experimenting with AI agents, and I keep running into the same question: What happens after an AI agent leaves the demo stage and starts running continuously in production? A lot of the discussion is about making agents smarter, but I’m more interested in the bo…
r/AI_AgentsSo here’s where i’m at: i have a few agents running across different tools for summarizing PRs, updating Notion boards, occasionally sending emails through Gmail. Standard stuff. And for a while my main concern was “does it work.” Like, did the action succeed, cool, move on. But…
r/AI_AgentsI think AI is forcing software developers to confront an uncomfortable truth: Writing code was never the whole job. For years, being a good developer often meant knowing languages, frameworks, design patterns, algorithms, and how to turn requirements into code. Now AI can genera…
r/AI_AgentsHi my name is sai iam a degree student and iam part-time employee in rapido also , and my project is perfect ai gps tracker for delivery boys because while from past 6 months iam working in rapido as rider for my college fees well when iam working in rapido i face some Location …
r/AI_AgentsA design question I keep returning to: should a model router be allowed to make the final execution decision? In our current path, it is not. The router can classify a request and recommend a model. The application then checks whether that model is in the allowed pool before cho…
r/AI_AgentsFinFIRST’s Ling-3.0-flash-Fin run averaged 23.08 reasoning rounds and 30.87 tool calls per task. One task reached 119 calls. The run produced valid outputs for 122 of 123 tasks, with one missing failure. Yet the benchmark methodology says the GLM-5.1 automated judge evaluated th…
r/AI_AgentsA2A is a big step toward agent interoperability, but I think protocol compatibility and true interoperability are two different things . At the protocol layer, A2A gives us a common way for agents to discover each other and exchange Messages, Tasks, Parts, Artifacts, and updates…
r/AI_AgentsApparently, this tool has evolved past just being a dashboard with a visibility number. The workflow now goes from an overview into specific AI responses and the actual cited pages, which seems to be the big selling point. It’s interesting how much a tool can change after being …
r/AI_AgentsI keep seeing people building and selling “AI agents” for businesses , customer support, lead qualification, appointment booking, voice agents, internal workflows, etc. I’m trying to understand the space better, but most of what I find is either no-code/low-code tutorials or ver…
r/AI_AgentsDisclosure: I'm the founder of Nimply, the product this is about. No link in the post; I'll drop it in a comment if anyone wants it. We run agents that reply to DMs, moderate comments, draft posts, and pull trends for small businesses on Instagram, Facebook, LinkedIn and YouTube…
r/AI_Agents2 weeks ago, I announced here that I am building a powerful multi-agent harness that works over your text. No app or internet required. It did turn out to be powerful and Gets things done. Connects to over 1400+ apps, Handles your day, comes with its own email out of the box. DM…
r/AI_AgentsKarpathy's point that LLMs automate what you can verify, and Reyes's point that value settles in the harness rather than the model, overlap more than they look like they do. For example, verification turns usage into an asset, and the harness is where it piles up. I ran into tha…
r/AI_AgentsI run marketing/content/website work for small business clients, most of it agent-driven at this point. The pattern that keeps repeating: the automation itself is the easy 80%. What actually determines whether it holds up is what happens to the other 20% -- the requests, inputs …