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Does the Model Really Need to Stream JSON?

Does the Model Really Need to Stream JSON?

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3 min read
Observability for LLM Apps: Tracing, Cost Tracking, and Eval Loops

Observability for LLM Apps: Tracing, Cost Tracking, and Eval Loops

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5 min read
A Spend Cap That Stops Counting Is Already Fail-Open

A Spend Cap That Stops Counting Is Already Fail-Open

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20 min read
Beyond AI Hype: Why Successful AI Projects Start with Engineering Strategy, Not Just Models

Beyond AI Hype: Why Successful AI Projects Start with Engineering Strategy, Not Just Models

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2 min read
AI 自进化与"发现模型":RSI、验证与科学品味

AI 自进化与"发现模型":RSI、验证与科学品味

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2 min read
Implementing Guardrails for Production LLM Applications

Implementing Guardrails for Production LLM Applications

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5 min read
Reranking in Enterprise RAG: Why It Matters More Than Your Embedding Model Choice

Reranking in Enterprise RAG: Why It Matters More Than Your Embedding Model Choice

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6 min read
Teaching Claude Code to Write and Grow Its Own Skills: A Self-Replicating Agent Environment

Teaching Claude Code to Write and Grow Its Own Skills: A Self-Replicating Agent Environment

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5 min read
Recon vs Prior Decisions

Recon vs Prior Decisions

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1 min read
Speculative Decoding: 20-50% Faster LLM Inference

Speculative Decoding: 20-50% Faster LLM Inference

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17 min read
The Rise of DeepSeek and Qwen: Are Western LLMs Losing Their Moat?

The Rise of DeepSeek and Qwen: Are Western LLMs Losing Their Moat?

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2 min read
Bringing My Son’s Anki Vector Back to Life with Raspberry Pi, WirePod, and Gemini AI

Bringing My Son’s Anki Vector Back to Life with Raspberry Pi, WirePod, and Gemini AI

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4 min read
Powering Local-First AI: Searching and Retrieving Context for Inference

Powering Local-First AI: Searching and Retrieving Context for Inference

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3 min read
Why AI Agents Should Build Their Own Tools (And Why Ours is Currently a Mess)

Why AI Agents Should Build Their Own Tools (And Why Ours is Currently a Mess)

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3 min read
scope-lib v0.1.0: evaluación de alcance para agentes de IA en 3 criterios

scope-lib v0.1.0: evaluación de alcance para agentes de IA en 3 criterios

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2 min read
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