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A Higher Pass Rate Can Mean a Worse Model. The Math Is Simpson's Paradox.

A Higher Pass Rate Can Mean a Worse Model. The Math Is Simpson's Paradox.

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4 min read
My Agent Orchestrator Burned 1-2M Opus Tokens Per Task. Here's the Postmortem.

My Agent Orchestrator Burned 1-2M Opus Tokens Per Task. Here's the Postmortem.

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9 min read
Kimi K3: Open Frontier Intelligence 글 읽고

Kimi K3: Open Frontier Intelligence 글 읽고

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1 min read
Two Traps in a Zero-Dep LLM Client

Two Traps in a Zero-Dep LLM Client

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1 min read
GradCuit: Credit-Assigned Gradient Flow for Robust Test-Time Latent Reasoning in LLMs

GradCuit: Credit-Assigned Gradient Flow for Robust Test-Time Latent Reasoning in LLMs

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5 min read
I Rewrote the Same Prompt Three Times, Tuning Against Noise

I Rewrote the Same Prompt Three Times, Tuning Against Noise

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5 min read
Building LORE: An AI Native Platform for Story Development | Week 1

Building LORE: An AI Native Platform for Story Development | Week 1

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2 min read
A judge that agrees with your humans 92 percent of the time can be at 60 percent where the gate actually decides

A judge that agrees with your humans 92 percent of the time can be at 60 percent where the gate actually decides

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8 min read
Post 1 — SWE‑Bench Reliability Series

Post 1 — SWE‑Bench Reliability Series

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1 min read
OpenRouter vs Vercel vs LLMGateway Performance

OpenRouter vs Vercel vs LLMGateway Performance

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6 min read
Guard Implementation Patterns to Stop AI Agent Runaway Behavior — 7 Types Extracted from Real-World Logs

Guard Implementation Patterns to Stop AI Agent Runaway Behavior — 7 Types Extracted from Real-World Logs

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5 min read
Testing OmniRoute locally: verify your AI gateway actually works before you trust it

Testing OmniRoute locally: verify your AI gateway actually works before you trust it

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4 min read
Stop AI Agents From Breaking Your Architecture: Introducing LORE (100% Local Knowledge Graph)

Stop AI Agents From Breaking Your Architecture: Introducing LORE (100% Local Knowledge Graph)

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3 min read
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
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