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GitOps for AI Agents: Treating Tool Configs and Memory Like Production Infrastructure

GitOps for AI Agents: Treating Tool Configs and Memory Like Production Infrastructure

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5 min read
How LLM APIs Actually Work: System Prompts, Temperature, Tokens, and Structured Output

How LLM APIs Actually Work: System Prompts, Temperature, Tokens, and Structured Output

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5 min read
Four levers that cut an LLM API bill by ~87%, with the math

Four levers that cut an LLM API bill by ~87%, with the math

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3 min read
Human Approval for the Vercel AI SDK

Human Approval for the Vercel AI SDK

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3 min read
OpenAI's Own AI Broke Out of Its Sandbox and Hacked Another Company — To Cheat on a Test

OpenAI's Own AI Broke Out of Its Sandbox and Hacked Another Company — To Cheat on a Test

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7 min read
I made LLM context editable: a graph where the wires are the prompt

I made LLM context editable: a graph where the wires are the prompt

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2 min read
Medir si un LLM nombra a tu empresa: por qué una captura no sirve como métrica

Medir si un LLM nombra a tu empresa: por qué una captura no sirve como métrica

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4 min read
멀티 에이전트 동시성 예외를 디버깅하고 동기화하는 구조 설계

멀티 에이전트 동시성 예외를 디버깅하고 동기화하는 구조 설계

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2 min read
Don't Ask What Do You Like. Ask Where Would You Find It.

Don't Ask What Do You Like. Ask Where Would You Find It.

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3 min read
DeepSeek API in TypeScript: secure integration and honest model evaluation for code

DeepSeek API in TypeScript: secure integration and honest model evaluation for code

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7 min read
Soft Alerts Don’t Stop Agent Spend. Hard Budgets Do.

Soft Alerts Don’t Stop Agent Spend. Hard Budgets Do.

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2 min read
Your AI Gateway Needs a Conversion Graph, Not a Pile of If Statements

Your AI Gateway Needs a Conversion Graph, Not a Pile of If Statements

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8 min read
The hard part of AI agent memory isn't retrieval, it's delivery

The hard part of AI agent memory isn't retrieval, it's delivery

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2 min read
Comparing AI Agents Python Library Options for Production

Comparing AI Agents Python Library Options for Production

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7 min read
Round 2: when the reply triggers another revision

Round 2: when the reply triggers another revision

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4 min read
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