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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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How to Know When Your Agent Is Done (Before It Runs Forever)

How to Know When Your Agent Is Done (Before It Runs Forever)

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6 min read
Pre-Flight Cost Gates for LLM Calls: Stop Expensive Requests Before They Hit the API

Pre-Flight Cost Gates for LLM Calls: Stop Expensive Requests Before They Hit the API

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5 min read
llm-message-hash-py: Canonical Hashes for LLM Request Structures

llm-message-hash-py: Canonical Hashes for LLM Request Structures

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5 min read
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls

Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls

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4 min read
tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window

tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window

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5 min read
When to Move an Agent Library From Python to Rust

When to Move an Agent Library From Python to Rust

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5 min read
CLAUDE.md Is RAM, Not Disk: A Memory Model for Claude Code Projects

CLAUDE.md Is RAM, Not Disk: A Memory Model for Claude Code Projects

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4 min read
agent-message-window: a sliding context window that never breaks a tool pair

agent-message-window: a sliding context window that never breaks a tool pair

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5 min read
agentfit-rs: Token-Aware Message Truncation for Rust LLM Agents

agentfit-rs: Token-Aware Message Truncation for Rust LLM Agents

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6 min read
Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'

Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'

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5 min read
Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away

Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away

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4 min read
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent

Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent

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4 min read
agent-citation: Track Where Every Agent Claim Came From

agent-citation: Track Where Every Agent Claim Came From

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6 min read
agent-resume: checkpoint and resume long-running AI agent jobs in Python

agent-resume: checkpoint and resume long-running AI agent jobs in Python

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5 min read
agenttap: see exactly what your Python LLM client sends over the wire

agenttap: see exactly what your Python LLM client sends over the wire

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5 min read
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