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The Prompt Quality Report: What 1,018 Scored Prompts Reveal

The Prompt Quality Report: What 1,018 Scored Prompts Reveal

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2 min read
I built a circuit breaker for LLM agents after seeing someone lose $200 overnight

I built a circuit breaker for LLM agents after seeing someone lose $200 overnight

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6 min read
I Built an LLM Filter That Prefers Silence Over Slop, and the Eval Harness That Keeps It Honest

I Built an LLM Filter That Prefers Silence Over Slop, and the Eval Harness That Keeps It Honest

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4 min read
Can You Build an Alternative to LLMs? 8 Months, ~200 Failed Experiments, One Wall. 2

The wall of transferable causal transition

Can You Build an Alternative to LLMs? 8 Months, ~200 Failed Experiments, One Wall. 2

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9 min read
From Commerce to E-Commerce to MCP-Commerce: The Third Wave

From Commerce to E-Commerce to MCP-Commerce: The Third Wave

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3 min read
Your LLM bill has two sides. Build the ledger that shows both.

Your LLM bill has two sides. Build the ledger that shows both.

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5 min read
Your LLM fused the two columns you asked for — and the eval marked it wrong

Your LLM fused the two columns you asked for — and the eval marked it wrong

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3 min read
AI Governance for Engineering Teams: Guardrails, Budgets, and Audit Logs That Actually Scale

AI Governance for Engineering Teams: Guardrails, Budgets, and Audit Logs That Actually Scale

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10 min read
Over-editing is a token tax: GPT-5.4 ships 6.5x more diff per fix than Claude Opus 4.6, and your bill notices

Over-editing is a token tax: GPT-5.4 ships 6.5x more diff per fix than Claude Opus 4.6, and your bill notices

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2 min read
Rodei IA de 35B na minha GPU velha e me surpreendi!

Rodei IA de 35B na minha GPU velha e me surpreendi!

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4 min read
My AI journey

My AI journey

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4 min read
The paper reported jumps like 21% to 97%. My replication got +2%.

The paper reported jumps like 21% to 97%. My replication got +2%.

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4 min read
Your AI Agent Is Only as Reliable as Your Observability Layer

Your AI Agent Is Only as Reliable as Your Observability Layer

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6 min read
Semantic Loop Detection: Catching Stuck AI Agents

Semantic Loop Detection: Catching Stuck AI Agents

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7 min read
Leaked embeddings are leaked text: the RAG risk nobody checks

Leaked embeddings are leaked text: the RAG risk nobody checks

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2 min read
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