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Agent Loops Don't Have a Token Problem. They Have a Feedback Problem.

BACKGROUND
1 SIGNALFIRST DETECTED 16 September 2026
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Other feeds and industry voices
30 Jul
Loop Engineering Is Mostly Papering Over a Model That Won't Converge

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15 Apr
The $47,000 Agent Loop: Why Token Budget Alerts Aren't Budget Enforcement

<p>Four agents entered an infinite loop in November 2025. They ran for 11 days. The bill was $47,000. Nobody noticed until it was over.</p> <p>The team was running a market

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2 Apr
The Claude Code Leak Just Gave Every Developer a Masterclass in AI Agent Orchestration

<p>On March 31, 2026, Anthropic accidentally shipped the entire source code of Claude Code — its flagship AI coding agent — inside a routine npm update. No hack. No reverse

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21 Apr
The Planning Tax: Why Your AI Agent Feature Might Be Your Worst Investment

<blockquote> <p>Your best feature may be destroying your margins, and your engineering team has no idea.</p> </blockquote> <p><strong>This article isn’t about AI as a productivity

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3 May
USB-C for AI Agents

<p>In December 2025, something remarkable happened in the fractious world of artificial intelligence. Anthropic, OpenAI, Google, Microsoft, and a constellation of other technology

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7 Apr
Token Budgets for Real Projects: How I Keep AI Costs Under $50/Month

<p>AI coding assistants are useful. They're also expensive if you're not paying attention. I was spending $120/month before I started tracking. Now I spend under $50 for the same

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25 Apr
Google Just Killed Vertex AI. Here's What the Gemini Enterprise Agent Platform

<p>Vertex AI has been Google Cloud's AI development platform since 2021. On April 22, 2026, at Google Cloud Next in Las Vegas, Google retired it — not with a deprecation notice,

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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

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