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3 AI Agent Patterns Explained Know which pattern owns which job.

BACKGROUND
1 SIGNALFIRST DETECTED 15 August 2026
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How the story developed
Other feeds and industry voices
27 Apr
Associative memory system for LLMs that learns during inference [P]

<!-- SC_OFF --><div class="md"><p>I've been working on MDA (Modular Dynamic Architecture), an online associative memory system for LLMs. Here's what I learned building it.</p>

OPINION · WHAT · MachineLearningOPEN STORY
6 May
What I learned debugging AI agent failures in production, and how we solved it [D]

<!-- SC_OFF --><div class="md"><p>Every time one of our agents made a bad call in production, we had the same problem. Logs showed what happened. Nothing showed why it decided to

OPINION · WHEN · MachineLearningOPEN 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
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
14 Apr
Multi agent systems are being treated like a magic scaling solution and I don't think people understand the failure modes

<!-- SC_OFF --><div class="md"><p>The idea is simple, if one agent is good then multiple agents working together must be better. In practice coordination between agents is an

OPINION · WHAT · LocalLLaMAOPEN STORY
27 Apr
How do you test AI agents in production? The unpredictability is overwhelming.[D]

<!-- SC_OFF --><div class="md"><p>I’ve been in QA for almost a decade. My mental model for quality was always: given input X, assert output Y. Now I’m on a team that’s shipping an

OPINION · HOW · MachineLearningOPEN STORY
8 Apr
I tried to create my own fully autonomous security agent.

<!-- SC_OFF --><div class="md"><p><a href="https://github.com/SomeoneAlt-86/open-mythos">https://github.com/SomeoneAlt-86/open-mythos</a><br /> Claude just previewed their Mythos

OPINION · WHAT · LocalLLaMAOPEN STORY
10 Apr
Cursor 3 just replaced the code editor with an agent management console. this is a bigger deal than people think

<!-- SC_OFF --><div class="md"><p>Cursor dropped their new product yesterday and its not a code editor anymore. its an agent orchestration console that happens to have an editor

OPINION · WHERE · ArtificialInteligenceOPEN STORY
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