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Need advise in structuring agents for large repo

BACKGROUND
2 SIGNALSFIRST DETECTED 9 April 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
20 Oct
1.8
9 Apr
4.4
Other feeds and industry voices
23 Apr
At some point managing agents started feeling like managing windows — so we tried structuring them like an organization

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1st2r1v/at_some_point_managing_agents_started_feeling/"> <img alt="At some point managing agents started

OPINION · WHAT · LocalLLaMAOPEN STORY
16 May
How I started programming differently over the last year. What about you?

<!-- SC_OFF --><div class="md"><p>An interesting observation: I’ve stopped using the LLM-powered autocomplete in my IDE. </p> <p>At first, it was one of the key features for me.

OPINION · WHEN · LocalLLaMAOPEN STORY
5 May
What if memory could reject an agent’s action instead of just informing it?

<!-- SC_OFF --><div class="md"><p>I’ve been experimenting with a different way of handling agents and I’m trying to sanity check if this makes sense.</p> <p>Right now most setups

OPINION · WHAT · LocalLLaMAOPEN STORY
8 Apr
What are you doing for security on local agents with tool access?

<!-- SC_OFF --><div class="md"><p>I've been thinking about this as local models get better at </p> <p>tool use — shell access, file system, HTTP requests, MCP. </p> <p>If a prompt

OPINION · WHO · LocalLLaMAOPEN STORY
15 Apr
why AI agents break under long conversations even when they pass every safety benchmark

<!-- SC_OFF --><div class="md"><p>we've been building an open source red teaming tool for AI agents. wanted to share what we keep finding because i don't think enough people are

OPINION · WHEN · ArtificialInteligenceOPEN STORY
16 May
most multi-agent systems are task teams. what about agents developing shared history?

<!-- SC_OFF --><div class="md"><p>want to put a different multi-agent direction on the table because most of what i see assumes task teams.</p> <p>the dominant pattern right now:

OPINION · WHAT · ArtificialInteligenceOPEN STORY
21 Apr
Handling a large amount of files

<!-- SC_OFF --><div class="md"><p>Hi all, what is currently the best way to handle a large amount of files? Its around 2000files at 500mb total of small txt and config files.<br

OPINION · WHAT · LocalLLaMAOPEN STORY
9 Apr
We Query ChatGPT, Claude, and Perplexity About Your Brand. Here's the Architecture

<p>A few months ago I had a question that didn't let me sleep. When people ask ChatGPT "what's the best tool for X", which brands actually get mentioned? And more importantly:

REPORT · WHEN · Dev.toOPEN STORY
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