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AI Agent Transparency and Debugging

BACKGROUND
2 SIGNALSFIRST DETECTED 21 September 2026UPDATED 4 October 2026
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14 Apr
I use Langfuse for tracing. Here's why I added Rewind for debugging.

<p>Last week my research agent failed at step 15 of a 30-step run. Langfuse showed me exactly where it broke. The writer sub-agent hallucinated, citing a stale 2019 population

REPORT · WHERE · Dev.toOPEN STORY
19 May
AI Agents in Production: Why They Fail Silently and How to Catch It

<p>Your agent passed all the tests. It's been running in production for three weeks. And it has been quietly wrong the entire time.</p> <p>This is not a hypothetical. Galileo's

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4 May
The Model Is the Brain. The Harness Is the Body. Here's Why That Matters

<p><strong>TL;DR:</strong> I built the same browser agent twice — once with 500 lines of Python, once with 7 lines of JSON. The second one took 5 minutes. The agent harness layer

REPORT · HOW · Dev.toOPEN STORY
16 May
We're Defining a New Category: Agent Runtime Operations

<p>You've heard of DevOps. You've heard of AIOps. You've probably heard of MLOps.</p> <p>But there's a category that doesn't exist yet — and it's the one the AI industry needs

REPORT · WHAT · Dev.toOPEN STORY
4 Oct
Qwen3.8 27B | 1 x R9700: 262K context, half a million tokens of reusable cache, ~180 tok/s. And yes, let's talk about the "3-bit" :)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wxfdt9/qwen38_27b_1_x_r9700_262k_context_half_a_million/"> <img alt="Qwen3.8 27B | 1 x R9700: 262K context,

OPINION · WHAT · LocalLLaMAOPEN STORY
8 Apr
[P] If you're building AI agents, logs aren't enough. You need evidence.

<!-- SC_OFF --><div class="md"><p>I have built a programmable governance layer for AI agents. I am considering to open source completely. Looking for feedback.</p> <p>Agent demos

OPINION · WHERE · MachineLearningOPEN STORY
24 Mar
The 5-Layer Memory Architecture That Keeps Our AI Agent Running 24/7 Without Forgetting

<p>Most AI agents have amnesia.</p> <p>You close the chat window. They forget everything. Every session starts from zero. Every context window fills up and dumps the earliest

REPORT · WHAT · Dev.toOPEN STORY
29 Mar
Why I Built a Brain for My AI Agents — and What It Taught Me About Memory

<p>`---<br /> title: "Why I Built a Brain for My AI Agents — and What It Taught Me About Memory"<br /> published: true<br /> description: "Anamnesis v0.3.0: The cognitive

REPORT · WHEN · Dev.toOPEN STORY
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