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r/AI_AgentsYes, you saw it right: a GitHub profile generator that accidentally traded stocks, started trading then became an agent orchestrator platform. Now we're trying to make coding agents measure instead of guess. 7 months ago I build a small tool that generated a GitHub profile card …
r/AI_AgentsI’ve now built a pretty solid workflow using custom skills/prompts in ChatGPT and Claude to generate presentation slides as images. The visual output is actually quite good, and I can get very close to the design I want. My problem is the next step. Once the slides are generated…
r/AI_AgentsEveryone talks about what AI can do. I'm more interested in what it can't do well, specifically where you need a real domain expert and the model's answer isn't good enough even with a good prompt. Example: ask it for a market analysis and you get something that reads like a Chi…
r/AI_AgentsAI agents are becoming much more capable. They can remember state , use tools, call APIs , execute workflow and operate autonomously.Cloudflare agents platform is a good example of where this is heading. I think there is an important layer that is still being overlooked: What ha…
r/AI_AgentsBeen building agent stuff for a while and noticed this pattern that's honestly kind of funny once you see it. People show off these elaborate architectures, 5 agents, orchestrator, fancy handoff diagrams, and when you peek under the hood half the "agents" are just the same promp…
r/AI_AgentsI'm planning to build a desktop VM manager using Rust, Tauri, and QEMU, initially targeting Windows with WHPX. The idea is to eventually add an AI agent that can interact with the VM and perform tasks inside it, rather than just manage it. Before I start, I'd like to hear from p…
r/AI_AgentsThis is serious because it is not a chatbot making up a story. A stateless "hi" with tools: [] still came back finish_reason: tool_calls and executed read_file/grep on another user's workspace. That means session isolation failed at the serving layer: one tenant's context was re…
r/AI_AgentsI’m new within the field of AI. I’ve been using Claude for the past 3 months mainly cowork and projects still hesitant to try code Originally from marketing so no coding background what so ever. Tried vibe coding but keep hitting a wall. I’m looking for any type of resources tha…
r/AI_AgentsMemory comes up here constantly and I've been trying something other than "summarize and stuff it in context." Here's what I actually ended up with, including what's broken, because the failures are more useful. Tiers: Working - episodic - semantic, consolidation nightly. The de…
r/AI_AgentsI'm building an agent whose core isn't a language model but a metacognitive feedback loop — a process that observes its own output, evaluates it, and modifies the next pass. The language model is just a swappable mouthpiece; the work happens in the loop around it. Below are beha…
r/AI_AgentsEvery week the tools get a little more capable, and every week I still have at least one agent confidently solve the wrong problem. Do you think AI takes over the world in the next few years, or are we dramatically underestimating how much human approval, bad documentation, expi…
r/AI_AgentsCould agent-run companies grow as fast as the AI behind them? If models and agent systems keep improving exponentially, could a company built around them grow at a similar pace? Agents could develop products, find customers, handle onboarding, and maintain what they’ve already d…
r/AI_Agentsso basically, for a hackthon i built this agent layer for amr's like its supposed to be like an on site engineer monitoring the state of the robot and talks to you like your colleague that lives in side the robot. I added a few tools that does let it use teleop and send nav goal…
r/AI_AgentsI've been thinking about a problem that seems to get increasingly messy as multi-agent systems get more capable: If Agent A needs something that Agent B can do, how should A actually find and communicate with B? Right now it seems like we have a few approaches: hardcoded agent-t…
r/AI_AgentsDario Amodei, CEO of Anthropic, is calling on AI companies to slow down the pace at which they improve their models. His argument isn't that AI development should stop. He says the technology is advancing quickly enough that companies and governments need more time to evaluate t…
r/AI_AgentsI work at Archestra, where we wanted to simplify the process of fixing smaller bugs. We drop a crab emoji and a bug report in Slack. That starts a Claude Code session that works on the fix, creates a PR, and records a video showing the result. You can keep replying in the thread…
r/AI_AgentsAI is both plummeting in cost (when intelligence is held steady) and exploding in cost because we use AI more and more. Cost control and quality control are essential. A management truism is: You can't manage what you don't measure. And while I've had my gripes about this in the…
r/AI_AgentsI’ve been thinking about self-improving AI agents and one problem seems fundamental: if an agent is supposed to improve itself, it needs some kind of independent external feedback rather than simply evaluating its own work. That made me wonder whether a platform could exist wher…
r/AI_AgentsThe common claim: your CLAUDE.md / AGENTS.md is guidance, a lint rule is enforcement and AI coding agents drift from prose, so you need the deterministic rule. I wanted to measure that gap. I mined a real import-boundary rule from a near-census of 24,888 public TypeScript repos …
r/AI_AgentsI do business work for a few small businesses, like emails, proposals, research, and drafts. AI's been doing the boring half of that for a while now, and that's exactly the stuff these models keep getting better at. Labs in the US and China are shipping new versions every other …