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Why LLM Agents Fail Silently in Production (And How to Detect It)

Why LLM Agents Fail Silently in Production (And How to Detect It)

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8 min read
Every Agentic Loop Needs a Circuit Breaker. Mine Took 3.5 Days to Get One.

Every Agentic Loop Needs a Circuit Breaker. Mine Took 3.5 Days to Get One.

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7 min read
7 AI Models Got Real Bank Accounts and 72 Hours. They Earned $0 and Invoiced Strangers $12,431

7 AI Models Got Real Bank Accounts and 72 Hours. They Earned $0 and Invoiced Strangers $12,431

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8 min read
VS Code 1.136 adds Agent Merge to finish pull requests

VS Code 1.136 adds Agent Merge to finish pull requests

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4 min read
The sleep loop is the tell: agents that pay per action optimize to do nothing

The sleep loop is the tell: agents that pay per action optimize to do nothing

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2 min read
Can Local LLMs Actually Call Functions? I Tested 2 Models on 6 Real API Tasks

Can Local LLMs Actually Call Functions? I Tested 2 Models on 6 Real API Tasks

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6 min read
Output Parity Is Not Input Parity: What Execution Evidence Must Bind

Output Parity Is Not Input Parity: What Execution Evidence Must Bind

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5 min read
Some decisions should never reach an agent, and you should write them down

Some decisions should never reach an agent, and you should write them down

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6 min read
Build AI Trading Signals Agent: Sub-200ms Latency

Build AI Trading Signals Agent: Sub-200ms Latency

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8 min read
Real-Time AI Agent Event Stream with Kinesis: Build a Low-Latency LLM Chat Pipeline

Real-Time AI Agent Event Stream with Kinesis: Build a Low-Latency LLM Chat Pipeline

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9 min read
The Mirror Cannot Reflect Thought

The Mirror Cannot Reflect Thought

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4 min read
The Client Asked for AI: Why They Actually Needed Better Workflows

The Client Asked for AI: Why They Actually Needed Better Workflows

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4 min read
The Cursor Allowlist Bypass That Starts With a File Named curl

The Cursor Allowlist Bypass That Starts With a File Named curl

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4 min read
Your AI Agents Are One Audit Question Away From a Finding

Your AI Agents Are One Audit Question Away From a Finding

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4 min read
OpenViking’s Filesystem View of Agent Context Is a Welcome Escape from RAG Glue Code

OpenViking’s Filesystem View of Agent Context Is a Welcome Escape from RAG Glue Code

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2 min read
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