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import antigravity

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Build Anthropic Content Blocks Without Wrestling With Dicts

Build Anthropic Content Blocks Without Wrestling With Dicts

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3 min read
In-Process LRU Cache for LLM Calls: Stop Paying for the Same Response Twice

In-Process LRU Cache for LLM Calls: Stop Paying for the Same Response Twice

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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
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
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
m365-graph-incident-agent: AI-Powered Incident Triage via Microsoft Graph

m365-graph-incident-agent: AI-Powered Incident Triage via Microsoft Graph

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5 min read
Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order

Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order

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4 min read
Fix Bad Structured Output by Feeding the Error Back to the Model

Fix Bad Structured Output by Feeding the Error Back to the Model

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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
Persist LLM Conversations Safely: JSONL, Redaction, and Encryption

Persist LLM Conversations Safely: JSONL, Redaction, and Encryption

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6 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
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
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
HTTP 200 Is a Lie: A 30-Line Schema Canary for Source Drift

HTTP 200 Is a Lie: A 30-Line Schema Canary for Source Drift

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10 min read
I Built a GDPR Compliance Scanner Using the Claude API - Here's How It Works

I Built a GDPR Compliance Scanner Using the Claude API - Here's How It Works

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6 min read
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