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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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agenttap: Wire-Level Prompt Introspection for LLM Agents

agenttap: Wire-Level Prompt Introspection for LLM Agents

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4 min read
Priority Queue for Agent Sub-Tasks: Stop Processing Low-Priority Work First

Priority Queue for Agent Sub-Tasks: Stop Processing Low-Priority Work First

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4 min read
prompt-replay: Record and Replay LLM Prompts Across Models

prompt-replay: Record and Replay LLM Prompts Across Models

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5 min read
Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs

Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs

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4 min read
Persist and Restore Conversations With Optional Encryption: JSONL Codec for LLM Message Histories

Persist and Restore Conversations With Optional Encryption: JSONL Codec for LLM Message Histories

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4 min read
perfectcorp-tryon-concierge: Virtual Try-On via Chat

perfectcorp-tryon-concierge: Virtual Try-On via Chat

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5 min read
Single-Flight Batching: When Many Callers Need the Same LLM Response

Single-Flight Batching: When Many Callers Need the Same LLM Response

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6 min read
Pre-Warm Your Anthropic Prompt Cache Before the Traffic Hits

Pre-Warm Your Anthropic Prompt Cache Before the Traffic Hits

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4 min read
Format Tool Output for LLMs Before It Becomes a Tool Result: tool-output-format

Format Tool Output for LLMs Before It Becomes a Tool Result: tool-output-format

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5 min read
Build a Metrics Dashboard for Your Python Agent in 50 Lines

Build a Metrics Dashboard for Your Python Agent in 50 Lines

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6 min read
tool-loop-guard-rs: Break Agent Loops Before They Drain Your Budget

tool-loop-guard-rs: Break Agent Loops Before They Drain Your Budget

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6 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
llm-circuit-breaker-py: Open the Circuit Before Your Agent Hammers a Down Provider

llm-circuit-breaker-py: Open the Circuit Before Your Agent Hammers a Down Provider

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5 min read
llm-budget-window: Per-Minute and Per-Hour Token Caps That Actually Work

llm-budget-window: Per-Minute and Per-Hour Token Caps That Actually Work

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5 min read
Per-Key Rate Limiting for Agent Tool Calls: Stop One User From Breaking Everything

Per-Key Rate Limiting for Agent Tool Calls: Stop One User From Breaking Everything

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4 min read
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