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AI Security and Production Risks

BACKGROUND
26 SIGNALSFIRST DETECTED 24 May 2026UPDATED 7 October 2026
Narrative synthesis pending — 26 signals collected.
How the story developed
19 Sept
The Contract Is a .proto File
REPORT · WHAT · Dev.to
Other feeds and industry voices
15 May
Five silent failure modes I codified after 35 effective days of solo ERP coding

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REPORT · HOW · Dev.toOPEN STORY
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

REPORT · HOW · Dev.toOPEN STORY
23 Mar
Autonomous Systems Don't Fail. They Drift Until They Break.

<p>Your AI system isn't going to crash. It's going to drift.</p> <p>A recommendation engine making 1.4 model calls instead of 1. A retrieval pipeline fetching 5 chunks instead of

REPORT · WHAT · Dev.toOPEN STORY
16 Apr
How to Keep Your Codebase From Rotting When AI Writes Most of It

<p>Snap just announced that AI agents generate over 65% of their new code. The same week, they laid off roughly 1,000 employees — 16% of their workforce. CEO Evan Spiegel shared

REPORT · WHO · Dev.toOPEN STORY
2 Apr
[R] Solving the Jane Street Dormant LLM Challenge: A Systematic Approach to Backdoor Discovery

<!-- SC_OFF --><div class="md"><p><strong>Submitted by:</strong> Adam Kruger <strong>Date:</strong> March 23, 2026 <strong>Models Solved:</strong> 3/3 (M1, M2, M3) + Warmup</p>

OPINION · WHEN · MachineLearningOPEN STORY
3 Apr
I'm Paying $200/Month for Claude. Anthropic Quietly Downgraded What I'm Getting.

<h2> What Happened </h2> <p>I pay $200/month for Anthropic's highest individual tier — Max 20x. I use Claude Code (their CLI tool) daily with a team of AI agents for building

REPORT · WHAT · Dev.toOPEN STORY
5 Oct
My Exit Rule Said '2 Periods' — My Code Was Counting Something Else Entirely

<h1> My Exit Rule Said '2 Periods' — My Code Was Counting Something Else Entirely </h1> <p>My funding-rate bot has an exit rule that reads like plain English:<br /> </p> <div

REPORT · WHO · 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

REPORT · WHEN · Dev.toOPEN STORY
Sources
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