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Replay Every LLM Prompt Against a New Model Before You Migrate

Replay Every LLM Prompt Against a New Model Before You Migrate

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3 min read
LRU Memoization for Agent Tool Calls with tool-result-cache

LRU Memoization for Agent Tool Calls with tool-result-cache

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5 min read
Static Lint Rules for Your LLM Prompts (Before They Hit Production)

Static Lint Rules for Your LLM Prompts (Before They Hit Production)

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3 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
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
I Built a Production-Grade Async Job Queue from Scratch — Here's Everything That Actually Happened

I Built a Production-Grade Async Job Queue from Scratch — Here's Everything That Actually Happened

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15 min read
Building a Card Game AI with Reinforcement Learning — Implementation Details#2

Building a Card Game AI with Reinforcement Learning — Implementation Details#2

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2 min read
I Got Tired of Forgetting. So I Built PwnLog.

I Got Tired of Forgetting. So I Built PwnLog.

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2 min read
Why 2026 Belongs to Agentic AI (And How to Build Your First Local Agent)

Why 2026 Belongs to Agentic AI (And How to Build Your First Local Agent)

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7 min read
When and How to Use the Anthropic Batch API in Your Agent

When and How to Use the Anthropic Batch API in Your Agent

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6 min read
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
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
Composable Output Guardrails: Filter Agent Responses Before They Reach Users

Composable Output Guardrails: Filter Agent Responses Before They Reach Users

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4 min read
Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters

Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters

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4 min read
Composable Budget Caps for Agent Runs: Enforce Cost Limits at Multiple Levels

Composable Budget Caps for Agent Runs: Enforce Cost Limits at Multiple Levels

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4 min read
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