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I stopped thinking about “pause/resume” for agent workflows once tool calls had

BACKGROUND
1 SIGNALFIRST DETECTED 1 April 2026
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How the story developed
Other feeds and industry voices
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
26 Mar
Why does my agent keep asking the same question twice

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s439q8/why_does_my_agent_keep_asking_the_same_question/"> <img alt="Why does my agent keep asking the same

OPINION · WHAT · LocalLLaMAOPEN STORY
23 Mar
Why LLMs sound right but fail to actually do anything (and how we’re thinking about datasets differently)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s1ckkm/why_llms_sound_right_but_fail_to_actually_do/"> <img alt="Why LLMs sound right but fail to actually

OPINION · HOW · LocalLLaMAOPEN STORY
23 Mar
"Agent washing" — calling your local LLM workflow an agent when it really isn't. Anyone else caught themselves doing this?

<!-- SC_OFF --><div class="md"><p>Read a piece this week where the author admitted she built what she was confidently calling an agent — RAG-based, tool-aware, natural language

OPINION · WHERE · 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
25 Sept
Where an agent loop runs, how it fails, and how to make a session durable

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wpl8aw/where_an_agent_loop_runs_how_it_fails_and_how_to/"> <img alt="Where an agent loop runs, how it

OPINION · WHERE · LocalLLaMAOPEN STORY
30 Mar
What happens when a cybersecurity agent stops over-refusing in real workflows?

<!-- SC_OFF --><div class="md"><p>One recurring issue with domain-specific agents is that overly defensive refusal behavior can make them much less useful once the workflow gets

OPINION · WHERE · LocalLLaMAOPEN STORY
10 Apr
tmux-based agent coordination: a silent dispatch failure mode and the verify-after-send discipline I use now

<!-- SC_OFF --><div class="md"><p>If you run persistent LLM agents that coordinate across tmux sessions, this one's worth knowing.</p> <p>I dispatch tasks between agent sessions

OPINION · WHAT · LocalLLaMAOPEN STORY
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