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The Agent Converted the If/Else Chain to a Lookup Map and Dropped the Side Effect

The Agent Converted the If/Else Chain to a Lookup Map and Dropped the Side Effect

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3 min read
The Agent Added an Await to a Synchronous Function. The Caller Didn't Notice.

The Agent Added an Await to a Synchronous Function. The Caller Didn't Notice.

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3 min read
The Agent Rewrote the Shell Script in Python and Dropped the Exit Code

The Agent Rewrote the Shell Script in Python and Dropped the Exit Code

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2 min read
The Agent Deleted the Comment That Explained Why the Code Looks Weird

The Agent Deleted the Comment That Explained Why the Code Looks Weird

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3 min read
The Agent Wrote a Test That Mocks the Function Under Test

The Agent Wrote a Test That Mocks the Function Under Test

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2 min read
The agent refactored that tiny function for clarity. It doubled the runtime.

The agent refactored that tiny function for clarity. It doubled the runtime.

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2 min read
Sub-60ms Contact Center AI: Slashing 84% of LLM Routing Calls in Telecom Customer Support

Sub-60ms Contact Center AI: Slashing 84% of LLM Routing Calls in Telecom Customer Support

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7 min read
Sub-100ms Patient Intake & Clinical Triage: Slashing 98% of Routing LLM Calls in Healthcare Systems

Sub-100ms Patient Intake & Clinical Triage: Slashing 98% of Routing LLM Calls in Healthcare Systems

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7 min read
The Agent Flattened Your Custom Error Type Into a Generic Error

The Agent Flattened Your Custom Error Type Into a Generic Error

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3 min read
Manufacturing AI at Scale: Slashing Agent Latency and Cutting 74% of LLM Routing Calls in Industrial Safety Dispatch

Manufacturing AI at Scale: Slashing Agent Latency and Cutting 74% of LLM Routing Calls in Industrial Safety Dispatch

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8 min read
Sub-100ms Cargo & Food Safety Triage: Eliminating 72% of Routing LLM Calls in National Supply Chains

Sub-100ms Cargo & Food Safety Triage: Eliminating 72% of Routing LLM Calls in National Supply Chains

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7 min read
Your LLM API Keys Are Cash. The METR Breach Proves It.

Your LLM API Keys Are Cash. The METR Breach Proves It.

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3 min read
Why Agents Need a Knowledge Base: The Gaps an LLM Can't Fill by Itself

Why Agents Need a Knowledge Base: The Gaps an LLM Can't Fill by Itself

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14 min read
Securing AI Agents: Plan Approvals & MCP Canonicalization

Securing AI Agents: Plan Approvals & MCP Canonicalization

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6 min read
Why Long-Running Agent Workflows Keep Breaking (And How to Fix It)

Why Long-Running Agent Workflows Keep Breaking (And How to Fix It)

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3 min read
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