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When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy

When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy

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5 min read
AgentSnap: Usage Tracking With Cost Aggregation for LLM Agents

AgentSnap: Usage Tracking With Cost Aggregation for LLM Agents

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4 min read
LLM Jury: Get a Better Answer by Asking Multiple Models to Vote

LLM Jury: Get a Better Answer by Asking Multiple Models to Vote

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4 min read
The Simplest Stop Condition: A Hard Cap on Agent Loop Iterations

The Simplest Stop Condition: A Hard Cap on Agent Loop Iterations

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3 min read
agent-message-window: Slide Your Context Window Without Dropping Tool Calls

agent-message-window: Slide Your Context Window Without Dropping Tool Calls

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5 min read
Stop Branching on Error Strings: A Closed Enum for Tool Exceptions

Stop Branching on Error Strings: A Closed Enum for Tool Exceptions

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4 min read
Thread a Run ID Through Every Agent Call So You Can Debug Anything

Thread a Run ID Through Every Agent Call So You Can Debug Anything

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4 min read
The WHY Layer: Log Why Your Agent Made Each Decision

The WHY Layer: Log Why Your Agent Made Each Decision

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4 min read
Redact API Keys and Tokens From LLM Payloads Before They Leave Your Network

Redact API Keys and Tokens From LLM Payloads Before They Leave Your Network

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4 min read
Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users

Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users

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5 min read
In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic

In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic

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4 min read
Check Token Count Before You Hit the 413

Check Token Count Before You Hit the 413

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5 min read
Structured Citations for LLM Agents: Track Where Every Claim Came From

Structured Citations for LLM Agents: Track Where Every Claim Came From

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4 min read
VCR-Style Record/Replay for LLM Tests: Make Your Agent Tests Deterministic and Free

VCR-Style Record/Replay for LLM Tests: Make Your Agent Tests Deterministic and Free

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4 min read
Strip Thinking Tags From LLM Output Before Sending to Users

Strip Thinking Tags From LLM Output Before Sending to Users

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4 min read
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