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I Built a Discord Music Producer Agent — Here's What Actually Works

I Built a Discord Music Producer Agent — Here's What Actually Works

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4 min read
Your Agent's Prompt Is Not a Permission System: Lessons from Anthropic's Unintended-Actions Report

Your Agent's Prompt Is Not a Permission System: Lessons from Anthropic's Unintended-Actions Report

Comments 9
8 min read
I A/B-tested 9 popular AI agent skills. 4 of them did nothing.

I A/B-tested 9 popular AI agent skills. 4 of them did nothing.

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4 min read
HTTP 400 from your own LLM endpoint? Check for content: null

HTTP 400 from your own LLM endpoint? Check for content: null

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5 min read
Knowing Information Is Not the Same as Having Permission to Share It: Toward Permissioned AI Memory

Knowing Information Is Not the Same as Having Permission to Share It: Toward Permissioned AI Memory

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3 min read
Benchmarking Jev: what a decision model can (and can't) do in an agent harness

Benchmarking Jev: what a decision model can (and can't) do in an agent harness

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8 min read
The Four Layers of AI Engineering: From Prompts to Loops

The Four Layers of AI Engineering: From Prompts to Loops

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10 min read
Hands-On with Cloudflare's Decision Model Clef on Workers AI

Hands-On with Cloudflare's Decision Model Clef on Workers AI

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16 min read
What 113 eval questions taught me building a fully local RAG

What 113 eval questions taught me building a fully local RAG

Comments 1
9 min read
Yandex open-sourced an 80B model trained from scratch: what's inside and where it wins

Yandex open-sourced an 80B model trained from scratch: what's inside and where it wins

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3 min read
Custo de tokens em LLMs: onde pesa e como evitar desperdício

Custo de tokens em LLMs: onde pesa e como evitar desperdício

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15 min read
I pinged 55 LLMs every 8 hours for a week. What stayed up, what broke, what vanished (Sep 15–21)

I pinged 55 LLMs every 8 hours for a week. What stayed up, what broke, what vanished (Sep 15–21)

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3 min read
AI voice agent for customer service: what stops callers hanging up?

AI voice agent for customer service: what stops callers hanging up?

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6 min read
RAG Architecture in 2026: A Production Blueprint for Retrieval-Augmented Generation

RAG Architecture in 2026: A Production Blueprint for Retrieval-Augmented Generation

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12 min read
Jev vs a 310M encoder I trained myself: 750 rows, three tasks, two different winners

Jev vs a 310M encoder I trained myself: 750 rows, three tasks, two different winners

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10 min read
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