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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
Qwen3.8-Max-Preview and Kimi’s Subscription Freeze Reveal the Real AI Competition

Qwen3.8-Max-Preview and Kimi’s Subscription Freeze Reveal the Real AI Competition

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6 min read
Small Model SWE‑bench: What Happens When You Push Tiny Models Into Full Task Pipelines

Small Model SWE‑bench: What Happens When You Push Tiny Models Into Full Task Pipelines

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2 min read
RAG Isn’t an AI Problem It’s a Data Pipeline Problem in Disguise

RAG Isn’t an AI Problem It’s a Data Pipeline Problem in Disguise

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3 min read
LLM Finetunings, how and why

LLM Finetunings, how and why

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9 min read
Agent OS: tratar as instruções de um agente como sistema, não como prompt

Agent OS: tratar as instruções de um agente como sistema, não como prompt

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6 min read
Time-to-exploit went negative. Mandiant maps where AI helps the vulnerability queue, and where it fails silently.

Time-to-exploit went negative. Mandiant maps where AI helps the vulnerability queue, and where it fails silently.

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4 min read
Building an AI Runtime Operating System for Commodity Hardware (UGR)

Building an AI Runtime Operating System for Commodity Hardware (UGR)

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3 min read
Tool vs Talent in Solon AI: When a Function Is Not Enough

Tool vs Talent in Solon AI: When a Function Is Not Enough

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5 min read
Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

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7 min read
Text2SqlTalent in Solon AI: Safe Natural-Language Database Agents

Text2SqlTalent in Solon AI: Safe Natural-Language Database Agents

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4 min read
We Picked Our Burden (It's JMAP, Not IMAP)

We Picked Our Burden (It's JMAP, Not IMAP)

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5 min read
Your evals pass. That doesn't mean they work.

Your evals pass. That doesn't mean they work.

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4 min read
The OpenAI/Hugging Face Incident is a Wake-Up Call for Model Eval Security

The OpenAI/Hugging Face Incident is a Wake-Up Call for Model Eval Security

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2 min read
Claude Code's ELI5 Skill Explained: How It Works, Setup, and When to Use It

Claude Code's ELI5 Skill Explained: How It Works, Setup, and When to Use It

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4 min read
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