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r/AI_AgentsI keep coming back to this distinction. An AI system remembering a previous instruction, approval or decision is one thing. That does not automatically mean that old instruction should still control what the system does now. Conditions may have changed. Permissions may have chan…
r/AI_AgentsI’ve been going back and forth between them lately. I’ve been testing both while running coding models through GMI Cloud, so the difference in workflow has been pretty noticeable. GUI is definitely easier to use, but I feel like it eats more tokens because there’s more context l…
r/AI_AgentsI am building an open source memory layer for AI agents (creator, full disclosure — will link the repo in the comments per the rules). The core is done: agents get persistent memory with no vector database, it runs as an MCP server, and it already works with Claude Code and Curs…
r/AI_AgentsFor agents that change things in other apps, I'm interested in how you define completion. Consider a CRM update: the write call returns success, but the record could contain the wrong value, or a later workflow could overwrite it. Reading the record back catches some of that. It…
r/AI_AgentsWe started with a shared index and a system prompt saying only use customer X's memories but that doesn't work because retrieval is where it leaks before the model even touches anything. Where the leak happens The prompt is the last stage so if out of scope records reached the c…
r/AI_AgentsI posted a couple of times about my harness, trying to explain how it works and why it’s better than anything that is out there right now. But it’s a barrage of downvotes and opinions before even trying the thing. It must be the jadedness caused by the ocean of vibecoded slop th…
r/AI_AgentsI've been struggling lately to keep AI agent context aligned between my desktop setup at home and a laptop when I'm not at my home office. Whenever I switch machines it fragments session context. Within a single local session context compaction helps, but when I switch devices t…
r/AI_AgentsFollowing up on my "is AI prompting basically solo mode at work" post — thank you all, seriously A couple days ago I asked if anyone else's team was annoyed that AI prompting is basically single-player, even when the whole team's using it daily. Got way more responses than I exp…
r/AI_AgentsI sell a small range of home products and I've always cut my own ads. Premiere, stock music, whatever. It works but a 20 second spot was eating most of a weekend and I got tired of it, so earlier this year I started poking at the AI tools to see if any of them could handle more …
r/AI_AgentsDisclosure up front: I built this, and it's free. Per rule 3 I'm keeping links out of the post - I'll put the endpoint in a comment. I've been building a server-authoritative persistent world. It's online now. The part I actually want to talk about here is the permission model, …
r/AI_AgentsI've noticed that some workflows become unnecessarily complicated once AI gets involved. A task might only need one model call or a basic automation, but suddenly it has memory, multiple agents, tool calls, and several layers of logic. What is one AI task you've seen where keepi…
r/AI_AgentsYou follow the example. Same steps. Same general setup. Everything looks right. And somehow… yours still doesn't work. So what do you check first? Do you go back through what you put in? Change the prompt? Check the data? Start looking at how everything is connected? Or do you e…
r/AI_AgentsPut up a post yesterday about how brutal debugging AI agents gets, mostly the classic stuff, prompt rewrites, chasing phantom bugs, testing in the wrong environment. Expected a few "yeah same" comments. Instead the replies had more actual signal than what I wrote. A few things p…
r/AI_AgentsThere were (and no doubt still are) many companies who run their workflow through a load of excel spreadsheets - consisting of formulas and macros written by someone who may not even be in the company anymore and noone really understands. A lot of AI stuff seems to be similar - …
r/AI_AgentsDisclosure: We work with the team behind Omni. The client in this case is intentionally anonymized. During an AI training engagement with an energy technology company, employees brought ideas for contract tracking, health-exam reminders, approval histories, and lunch ordering. P…
r/AI_AgentsThe advice that keeps coming back is to keep each run small enough that someone can verify it end to end. Small diffs, small task scopes, one thing at a time. It works, and it also means the agent runs at the speed of whoever is checking it, which is roughly the opposite of why …
r/AI_AgentsI need to pull together a project review by Friday and the info is everywhere: meeting notes, a few pdfs, customer comments, old spreadsheets, and some competitor pages. I’ve tried doing this with normal ai chats, but I keep spending more time feeding context back in than actual…
r/AI_AgentsWhen businesses decide to adopt AI, there seem to be three common approaches: buying an existing solution, building one from scratch, or integrating AI software they already use. Which approach would you choose, and what would influence your decision?   submitted by   /u…
r/AI_AgentsHi, I'm currently working on an agentic integration for my platform. I've developed an agent that reads e-commerce store data through SQL, writes queries, executes them and returns answer for data analysis tasks. The issue I'm finding is that without reasoning, the model is not …
r/AI_AgentsRecently, my job just shut down. Yes, i can qualify for unemployment etc. However, Ive been very eager to learn how to use AI to my advantage. Everywhere i go, people i meet talk to and more constantly are saying use ai ur young and can make $ off it. Ive tried the basics using …