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Your agent ignored a failed tool call. Here's how to catch that in CI.

Determinism over LLM judges for CI gating

Your agent ignored a failed tool call. Here's how to catch that in CI.

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4 min read
Why I run speech-to-text locally instead of calling a cloud API

Why I run speech-to-text locally instead of calling a cloud API

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3 min read
How I Bypassed Reddit's Unauthenticated RSS Rate Limits (Without an API Key)

How I Bypassed Reddit's Unauthenticated RSS Rate Limits (Without an API Key)

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4 min read
Do “200 OK” à entrega real: o que aprendi investigando mensagens no Engenhoso AI

Do “200 OK” à entrega real: o que aprendi investigando mensagens no Engenhoso AI

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8 min read
Parsing numbers from JSON in Python

Parsing numbers from JSON in Python

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8 min read
CrossSessionMemoryGuard: vigilando la exfiltración de memoria cross-session en agentes multi-tenant

CrossSessionMemoryGuard: vigilando la exfiltración de memoria cross-session en agentes multi-tenant

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5 min read
Placing corrections exactly where an LLM is tempted to sound plausible instead of right

Placing corrections exactly where an LLM is tempted to sound plausible instead of right

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3 min read
DeepSeek vs Qwen vs Kimi vs GLM: A Cloud Architect's Take

DeepSeek vs Qwen vs Kimi vs GLM: A Cloud Architect's Take

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8 min read
My Trading Bot "Perma-Held" a Delisted Stock: The Silent Bug of Disappearing Historical Data

My Trading Bot "Perma-Held" a Delisted Stock: The Silent Bug of Disappearing Historical Data

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4 min read
repomapper v0.1.0: guía operativa AGENTS.md para cualquier repositorio

repomapper v0.1.0: guía operativa AGENTS.md para cualquier repositorio

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1 min read
A Free Model vs 30 Security Advisory Records: An Accuracy Test You Can Rerun

A Free Model vs 30 Security Advisory Records: An Accuracy Test You Can Rerun

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3 min read
RAG Hallucination Diagnosis: Evidence Gating Beats Embeddings for Ask-Your-Docs Chatbot Answers

RAG Hallucination Diagnosis: Evidence Gating Beats Embeddings for Ask-Your-Docs Chatbot Answers

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7 min read
I Built an Agentic AI System From Scratch: RAG, GraphRAG, 12 Tools & Kubernetes

I Built an Agentic AI System From Scratch: RAG, GraphRAG, 12 Tools & Kubernetes

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9 min read
PromptShrink

PromptShrink

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2 min read
From 30 Minutes to 3 Seconds: Automated LLM Memory Recall Testing with pytest + FAISS

From 30 Minutes to 3 Seconds: Automated LLM Memory Recall Testing with pytest + FAISS

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3 min read
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